This application relates to the field of channel coding, and more specifically, to a polar coding method, apparatus, and device.
In a communications system, channel coding is usually used to improve data transmission reliability and ensure communication quality. It has been theoretically proved that polar (Polar) codes are a coding scheme that can achieve a Shannon capacity with easy coding and decoding methods. A polar code is a linear block code. A generator matrix of the polar code is GN, and a coding process of the polar code is x1N=u1N·GN·u1N=(u1, u2, . . . , uN) is a binary row vector, GN=F2⊗(log
and F2⊗(log
In a polar code coding process, one portion of bits in u1N are used to carry information and are referred to as information bits. A set of sequence numbers of the information bits is denoted by A. The other portion of bits are set to fixed values that are pre-agreed by a receive end and a transmit end and are referred to as frozen bits. A set of sequence numbers of the frozen bits is represented by a complementary set Ac of A. In general, these frozen bits are set to 0s. Actually, a frozen bit sequence may be randomly set provided that the receive end and the transmit end have a pre-agreement. Therefore, a polar code coded bit sequence may be obtained in the following method: x1N=uA·GN(A). Herein, uA is a set of the information bits in u1N and is a K-length row vector, meaning |A|=K. |·|=K represents a quantity of elements in the set; to be specific, K represents a quantity of elements in the set A. GN(A) is a sub-matrix obtained by using rows, corresponding to indexes in the set A, in the matrix GN. GN(A) is a K×N matrix. When a CRC-aided improved SC decoding algorithm is used, polar codes can obtain better FER performance than LDPC and Turbo codes.
A key of polar code coding lies in determining a code length M and the information bit set A. In existing polar code coding solutions, the information bit set A cannot be determined through simple calculation. Therefore, the information bit set A is generally determined by offline calculation and storage. To be specific, an encoder and a decoder pre-store a relationship table of correspondences between a plurality of mother code sequences and code lengths and/or bit rates. During polar code coding, a corresponding mother code sequence is selected based on a required bit rate and/or code length.
A large quantity of mother code sequences need to be stored to support all combinations of code lengths and bit rates required by a system. Therefore, storage overheads of the system are extremely high.
This application provides a polar coding method, apparatus, and device, so as to reduce storage overheads of a system.
According to a first aspect, this application provides a polar coding method. The method includes: obtaining reliability metrics of N polarized channels, where N=2n, and n and N are positive integers; obtaining a maximum mother code sequence by sort sequence numbers of the N polarized channels in ascending order or descending order of the metrics, where the maximum mother code sequence is characterized in that, if a first sequence whose code length is Z is read from the maximum mother code sequence, ordering, in the first sequence, of Z sequence numbers included in the first sequence is the same as ordering, in the maximum mother code sequence, of the Z sequence numbers, where Z=2z, z≤n, and z is a positive integer; and storing the maximum mother code sequence.
It should be understood that the maximum mother code sequence is a sequence in a maximum length that can be supported by the system, and the length of the maximum mother code sequence N=2n, where n is a positive integer. The first sequence is a sequence that is read from the maximum mother code sequence and that is in any code length (with a maximum length N).
In the prior art, a system needs to store one sequence for each mother code length In addition, under a same mother code length, different bit rates correspond to different sequences; therefore, the system needs to store sequences corresponding to all combinations of code lengths and bit rates. With such a storage method, storage overheads of a hardware system are extremely high.
In embodiments of this application, only the maximum mother code sequence that can be supported by the system is stored (in other words, only one sequence is stored). During polar code coding, a mother code sequence in a required length is read from the maximum mother code sequence, and then rate matching and coding are performed based on a polar code puncturing method. A quantity of mother code sequences that need to be stored by the system is less than that in the prior art, so that storage overheads of the system can be reduced.
In a possible implementation, the method further includes: determining a second sequence from the maximum mother code sequence based on a code length M of a target polar code, where the second sequence is used as a mother code sequence when coding into the target polar code is performed, the second sequence includes L sequence numbers, and ordering, in the second sequence, of the L sequence numbers is the same as ordering, in the maximum mother code sequence, of the L sequence numbers, where M≤L≤N, and M and L are positive integers.
It should be understood that the second sequence is meant for a polar code that needs to be obtained (that is, the target polar code). For the given code length M of the target polar code, a sequence that is used as a mother code sequence when coding into the target polar code is performed and that is read from the maximum mother code sequence is the second sequence.
It should be further understood that L=2b, b≤n, and b is a positive integer.
In a possible implementation, the determining a second sequence from the maximum mother code sequence based on a code length M of a target polar code includes: determining a mother code length L of the target polar code based on the code length M of the target polar code; and obtaining the second sequence by successively reading, from the maximum mother code sequence, sequence numbers that are less than L.
It should be noted that, in the embodiments of this application, sequence numbers of the polarized channels start with 0, and therefore a sequence number range of the N polarized channels is from 0 to N−1.
It can be understood that the foregoing first sequence is in general a sequence read from the maximum mother code sequence. Herein, the second sequence is a sequence that is read from the maximum mother code sequence and that is used as the mother code of the target polar code when the code length of the target polar code is M.
In other words, during polar coding, the mother code sequence in the required length (that is, the second sequence) is first read from the maximum mother code sequence, and then polar coding is performed on to-be-coded bits by using the second sequence.
In a possible implementation, the determining a mother code length L of the target polar code based on the code length M of the target polar code includes: determining L=M when M=2m; and L=2┌log, M┐ when M≠2m, where m is a positive integer, and the symbol ┌ ┐ represents rounding up.
In a possible implementation, the storing the maximum mother code sequence includes: calculating, based on the length of the maximum mother code sequence and a preset rule, a quantity S of bits that need to be used to represent a sequence number in the maximum mother code sequence; calculating a maximum sequence length Q that is represented by (S−1) bits; determining a sequence obtained by successively sorting sequence numbers that are less than Q and that are in the maximum mother code sequence, as a base sequence; grouping sequence numbers that are greater than or equal to Q and that are in the maximum mother code sequence into
offset sequences, where a quantity of sequence numbers included in each offset sequence is the same as a quantity of sequence numbers included in the base sequence, and an ith sequence number in each offset sequence corresponds to an ith sequence number in the base sequence, where 0≤i≤Q−1, and i is a nonnegative integer; storing, by using S bits, each sequence number that belongs to the base sequence and that is in the maximum mother code sequence, where the S bits include a first bit and a plurality of second bits, the first bit is used to indicate that a sequence number stored at a current location belongs to the base sequence, and the plurality of second bits are used to indicate a value of the sequence number stored at the current location; and storing, by using S bits, each sequence number that belongs to an offset sequence and that is in the maximum mother code sequence, where the S bits include a third bit and a plurality of fourth bits, the third bit is used to indicate that a sequence number stored at a current location belongs to an offset sequence, the plurality of fourth bits are used to indicate an offset multiplier of the sequence number stored at the current location with respect to a sequence number stored at a corresponding location in the base sequence, the offset multiplier is a result of dividing a difference between the sequence number stored at the current location and the sequence number stored at the corresponding location in the base sequence by a length of the base sequence, and the first bit is different from the third bit.
It should be noted that, in the embodiments of this application, when the quantity S of bits that need to be used to store the sequence number in the maximum mother code sequence is determined, the quantity S is calculated based on the length N of the maximum mother code sequence and the preset rule. In the embodiments of this application, the preset rule may be understood as an equation N=22S-2 pre-configured by the system. N is the length of the maximum mother code sequence, S is the quantity of bits used to represent each sequence number in the maximum mother code sequence. Based on the foregoing equation, for a maximum mother code sequence in any length, a quantity of bits that need to be used for storage using the compressed storage method provided in the embodiments of this application can be calculated.
Therefore, on the basis that the storage overheads of the system can be reduced because the system needs to store only one maximum mother code sequence, using the compressed storage method provided in the embodiments of this application to store the maximum mother code sequence can reduce the quantity of bits that are used to represent each sequence number in the maximum mother code sequence, so that storage overheads of the system can be further reduced.
In a possible implementation, the obtaining reliability metrics of N polarized channels includes:
where 0≤i≤N−1, N=2n, n is a positive integer, i=Bn-1 Bn-2 . . . B0, Bn-1 Bn-2 . . . B0 is a binary representation of i, Bn-1 is the most significant bit, B0 is the least significant bit, Bj∈{0, 1}, and Wi is used to represent a reliability of an ith polarized channel.
It should be understood that a polarization weight may be used as a parameter for measuring a reliability of a polarized channel. Therefore, in the embodiments of this application, when the reliabilities of the polarized channels are calculated, the foregoing formula may be optionally used to calculate polarization weights of the N polarized channels. A larger polarization weight of a polarized channel represents a higher reliability of the polarized channel.
In a possible implementation, the obtaining reliability metrics of N polarized channels includes:
In a possible implementation, the method further includes: using the second sequence as a mother code sequence of the target polar code, and obtaining the target polar code according to a shortening method.
It should be noted that, shortening herein is one of polar code puncturing schemes.
According to a second aspect, this application provides a polar coding apparatus, configured to perform the method in any one of the first aspect or the possible implementations of the first aspect. Specifically, the apparatus includes units configured to perform the method in any one of the first aspect or the possible implementations of the first aspect.
According to a third aspect, this application provides a polar coding device. Specifically, the device includes: a memory, a processor, and a network interface. The memory, the processor, and the network interface may be connected to each other by using a bus system. The memory is configured to store an instruction, the processor is configured to execute the instruction stored in the memory, and when the instruction is executed, the processor performs, by using the network interface, the method in any one of the first aspect or the possible implementations of the first aspect.
According to a fourth aspect, this application provides a computer readable medium, configured to store a computer program. The computer program includes an instruction for performing the method in any one of the first aspect or the possible implementations of the first aspect.
According to a fifth aspect, this application provides a chip (or a chip system), including a memory and a processor. The memory is configured to store a computer program, the processor is configured to call the computer program from the memory and run the computer program, to enable a communications device provided with the chip to perform the method in any one of the first aspect or the possible implementations of the first aspect.
It should be understood that the communications device herein may be the apparatus described in any one of the second aspect or the possible implementation of the second aspect.
According to a sixth aspect, this application provides a polar coding method. The method includes: obtaining a maximum mother code sequence, where the maximum mother code sequence is characterized in that, if a first sequence whose code length is Z is read from the maximum mother code sequence, ordering, in the first sequence, of Z sequence numbers included in the first sequence is the same as ordering, in the maximum mother code sequence, of the Z sequence numbers, where Z=2z, z≤n, and z is a positive integer; and performing polar coding by using the maximum mother code sequence.
In a possible implementation, the performing polar coding by using the maximum mother code sequence includes: determining a second sequence from the maximum mother code sequence based on a code length M of a target polar code, where the second sequence is used as a mother code sequence when coding into the target polar code is performed, the second sequence includes L sequence numbers, and ordering, in the second sequence, of the L sequence numbers is the same as ordering, in the maximum mother code sequence, of the L sequence numbers, where M≤L≤N, and M and L are positive integers; and performing polar coding on to-be-coded bits based on the second sequence.
In a possible implementation, the method further includes: obtaining reliability metrics of N polarized channels based on the following equation:
where 0≤i≤N−1, N=2n, n is a positive integer, i=Bn-1 Bn-2 . . . B0, Bn-1 Bn-2 . . . B0 is a binary representation of i, Bn-1 is the most significant bit, B0 is the least significant bit, Bj∈{0,1}, Wi is used to represent a reliability of an ith polarized channel, and N equals a length of the maximum mother code sequence; and determining the maximum mother code sequence based on the reliability metrics of the N polarized channels.
In the embodiments of this application, the system stores only the maximum mother code sequence that can be supported (in other words, one sequence is stored), and during polar code coding, the mother code sequence in the required length is then read from the maximum mother code sequence, so that the storage overheads of the system can be reduced.
The following describes the technical solutions of embodiments in this application with reference to accompanying drawings.
The embodiments of this application may be applied to various communications systems, such as a Global System for Mobile Communications (Global System for Mobile Communications, GSM) system, a Code Division Multiple Access (Code Division Multiple Access, CDMA) system, a Wideband Code Division Multiple Access (Wideband Code Division Multiple Access, WCDMA) system, a General Packet Radio Service (General Packet Radio Service, GPRS) system, a Long Term Evolution (Long Term Evolution, LTE) system, an LTE frequency division duplex (Frequency Division Duplex, FDD) system, an LTE time division duplex (Time Division Duplex, TDD) system, and a Universal Mobile Telecommunications System (Universal Mobile Telecommunications System, UMTS). Any information or data coded by a base station or a terminal in the foregoing systems by using a conventional Turbo code or low density parity check code (Low Density Parity Check Code, LDPC) may be coded by using a polar code in the embodiments.
The base station may be a device configured to communicate with a terminal device. For example, the base station may be a base station (Base Transceiver Station, BTS) in a GSM or CDMA system, or may be a base station (NodeB, NB) in a WCDMA system, or may be an evolved NodeB (Evolved Node B, eNB or eNodeB) in an LTE system. Alternatively, the base station may be a relay node, an access point, an in-vehicle device, a wearable device, a network side device on a future 5G network, or the like. The base station may alternatively be a terminal that functions as a base station in device-to-device (device-to-device D2D) communication.
The terminal may communicate with one or more core networks by using a radio access network (Radio Access Network, RAN). The terminal may be user equipment (User Equipment, UE), an access terminal, a subscriber unit, a subscriber station, a mobile station, a mobile console, a remote station, a remote terminal, a mobile device, a user terminal, a wireless communications device, a user agent, a user apparatus, or the like. The access terminal may be a cellular phone, a cordless phone, a Session Initiation Protocol (Session Initiation Protocol, SIP) phone, a wireless local loop (Wireless Local Loop, WLL) station, a personal digital assistant (Personal Digital Assistant, PDA), a handheld device or computing device having a wireless communications function or another processing device connected to a wireless modem, an in-vehicle device, a wearable device, a terminal device on a future 5G network, or the like.
For ease of understanding, the following describes a polar coding method 100 in an embodiment of this application in detail with reference to
It can be understood that a mother code length of a polar code is limited to 2 to the power of n (n is a positive integer). Therefore, a maximum mother code sequence length set by the system is N=2n, where n is a positive integer. For example, N=16, 128, 256, 65536, or the like.
It should be understood that, during polar code coding, a mother code length is consistent with a quantity of the polarized channels. To be specific, if the maximum mother code length supported by the system is N, correspondingly, there are N polarized channels.
Specifically, when the reliability metrics of the polarized channels are calculated, a prior-art method such as density evolution, Gaussian approximation, or linear fitting may be used. A specific calculation process may be the same as that in the prior art. For brevity, details are not described herein.
Optionally, when the reliabilities of the polarized channels are calculated, a parameter such as an error probability, a channel capacity, or a polarization weight may be used as a parameter for measuring the reliabilities of the polarized channels, or another parameter that can measure the polarized channels may be used. This is not particularly limited in this embodiment of this application.
Optionally, when the polarization weight is used as the parameter for measuring the reliabilities of the polarized channels, the reliabilities of the polarized channels may be calculated based on the following equation:
were 0≤i≤N−1, N=2n, n is a positive integer, i=Bn-1 Bn-2 . . . B0, Bn-1Bn-2 . . . B0 is a binary representation of i, Bn-1 is the most significant bit, B0 is the least significant bit, Bj∈{0, 1}, and Wi is used to represent a reliability of an ith polarized channel.
There are N polarized channels, and therefore N metrics are obtained by calculating the reliabilities of the polarized channels. In other words, a metric set (which, for ease of description, is denoted by the set WN in the following description) is obtained.
Specifically, the N polarized channels are in one-to-one correspondence with the N metrics, and each metric is used to represent a reliability of a corresponding polarized channel. The reliabilities of the N polarized channels are sorted based on values of the N metrics in the set WN, and a sorting result is recorded by using the sequence numbers of the polarized channels, to obtain the sequence SN. In other words, the sequence SN includes N sequence numbers, and ordering of the N sequence numbers indicates ordering of the reliabilities of the N polarized channels.
It can be understood that the sorting in step 103 is performed depending on a parameter selected for measuring the reliabilities of the polarized channels in step 102. It can be learned from the description in step 102 that, in step 103, the ordering of the polarized channels may be optionally determined based on the polarization weight, the error probability, the channel capacity, or another parameter that can measure the reliabilities of the polarized channels. This is not limited in this embodiment of this application.
It should be noted that, the sequence numbers of the polarized channels may be sorted in ascending order or descending order. This is not particularly limited in this embodiment of this application.
In this embodiment of this application, the maximum mother code sequence is stored in a coding device. Afterwards, when performing polar coding, the coding device may first obtain the maximum mother code sequence, and then perform polar coding by using the maximum mother code sequence. Specifically, the coding device first reads, from the maximum mother code sequence, a mother code sequence in a required length, then determines an information bit index set (which is also referred to as an information bit sequence number set) based on the read mother code sequence, and finally performs polar coding on to-be-coded bits by using the information bit index set.
Specifically, two cases are differentiated when a mother code sequence of the polar code whose length is M is determined.
Case 1
M=2m, where m is a positive integer.
The length of the polar code is the mth power of 2. For example, M=4 or 8. In this case, a value of the mother code length L of the polar code is M.
Case 2
M≠2m, where m and M are positive integers.
The length of the polar code is not a value of the mth power of 2. For example, M=5, 7, 11, or the like. In this case, a value of the mother code length L of the polar code may be calculated based on a formula L=2┌log
For example, when M=5, the value of L is L=2┌log
It should be understood that, when L<N, the sequence S1 (an example of the first sequence) is a sub-sequence of the sequence SN. When L=N, the sequence S1 is the sequence SN.
In step 104, if polar coding needs to be performed to obtain the polar code whose length is M, the mother code length is L. In step 105, the sequence S1 that is used as the mother code of the polar code is read from the sequence SN. Specifically, when the sequence S1 is read, sequence numbers that are less than L need to be successively read based on index order of the sequence SN.
With reference to
Specifically, the sequence S1 is used as the mother code sequence, and the polar code whose code length is M (that is, a target polar code) may be obtained according to the shortening (English name: Shorten, one of polar code puncturing schemes) method.
It can be learned from the foregoing process that, in this embodiment of this application, the system needs to store only one sequence (that is, the maximum mother code sequence that can be supported by the system). During implementation, the mother code sequence in the required length is read from the maximum mother code sequence based on the mother code length required by the polar code, so that storage overheads of the system can be reduced.
A specific maximum mother code sequence (denoted by a sequence #A in the following description) when N=65536 is as follows.
The sequence #A={0 1 2 4 8 16 3 32 5 6 9 64 10 17 12 18 128 33 20 34 7 24 36 65 11 256 66 40 13 19 68 14 129 48 21 72 130 35 22 25 512 132 37 80 26 38 257 67 136 41 28 258 96 69 42 15 144 49 260 70 44 73 131 50 23 1024 264 74 160 513 133 52 81 27 76 514 134 39 272 82 137 56 29 516 259 192 97 138 84 43 30 145 288 98 261 71 520 140 45 88 146 51 262 100 1025 46 265 75 2048 161 528 148 53 320 1026 266 104 77 162 515 135 54 273 83 152 57 1028 268 78 544 164 517 274 193 112 139 85 58 31 1032 518 384 289 194 99 276 168 86 521 141 60 89 147 290 576 263 196 101 522 142 1040 47 280 90 2049 176 529 149 292 102 321 1027 524 267 200 105 2050 92 163 530 150 55 4096 322 1056 153 296 1029 106 269 79 640 545 2052 165 532 275 208 113 154 324 59 1030 270 108 546 1033 166 519 385 304 195 114 2056 277 169 87 536 156 61 1088 328 1034 548 386 291 224 577 278 197 170 116 523 143 1041 62 281 91 2064 177 1036 768 578 388 293 198 103 552 336 172 1042 525 282 201 120 2051 93 178 531 151 294 580 4097 323 1152 1057 526 392 297 202 1044 107 284 2080 94 641 560 2053 180 533 4098 209 352 1058 155 325 298 1031 584 271 204 109 642 547 2054 1048 167 534 400 305 210 115 2057 4100 184 326 537 1060 157 300 1089 110 329 8192 1035 644 549 387 2112 306 225 592 2058 279 212 171 117 538 158 1280 63 1090 4104 330 1064 2065 550 416 1037 769 226 579 389 308 199 648 118 553 2060 337 173 1043 540 283 216 121 1092 2066 332 179 1038 770 608 390 295 228 581 4112 554 338 1153 174 1072 527 393 312 203 1045 122 2176 285 2081 95 656 561 2068 181 1096 772 582 4099 448 353 1154 1059 556 394 340 299 232 1046 585 286 205 2082 124 643 562 2055 1049 182 535 401 4128 211 354 2072 1536 4101 185 327 1156 776 1061 586 396 301 206 1104 111 672 344 8193 2084 1050 645 564 402 2113 307 240 593 2059 4102 213 186 356 539 1062 159 1281 302 1091 588 4105 331 1160 8194 1065 646 2304 551 417 2114 1052 784 227 594 404 2088 309 214 649 119 568 2061 4160 188 1282 541 1120 4106 217 360 1093 1066 2067 333 8196 418 1039 771 704 609 391 2116 310 229 650 596 4113 555 2062 339 1168 175 1073 542 408 313 218 1284 123 1094 2177 4108 2096 334 657 1068 800 2069 610 420 1097 773 230 583 4114 449 8200 368 1155 652 1074 557 395 2120 341 314 233 1047 600 2178 287 220 2083 125 658 16384 563 2070 1288 183 1098 774 4224 612 4129 450 355 1184 2073 1537 4116 558 424 342 1157 777 234 1076 587 397 316 207 2560 1105 126 673 2180 345 8208 2085 1051 660 565 403 2128 4130 241 1100 832 2074 1538 4103 452 187 357 1158 778 1063 616 398 1296 303 236 1106 589 4120 674 346 1161 8195 2086 1080 647 2305 566 432 2115 1053 785 242 2184 595 405 2089 4132 215 664 358 569 2076 1540 4161 189 1283 1216 780 1121 590 4107 456 361 1162 8224 1108 1067 676 2306 348 8197 419 2144 1054 786 705 624 406 2117 2090 311 244 651 597 4352 570 2063 4162 1169 190 1312 543 409 1122 4136 219 1285 362 1095 2192 1544 4109 2097 335 1164 8198 896 1069 801 706 2308 611 421 2118 1112 788 231 680 598 4115 464 8201 2092 369 1170 653 1075 572 410 2121 4164 315 248 1286 601 1124 2179 4110 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365 1166 8228 898 16400 1071 803 736 2310 1304 8257 423 2148 1114 790 709 4240 682 628 4145 466 3073 8203 2094 371 1200 655 2313 1553 4356 574 440 2123 4166 1173 793 250 1316 32768 603 413 1126 2209 4140 223 2576 1345 366 689 16387 2196 1548 4169 8448 2101 1291 1224 8258 900 1129 805 710 4227 2368 615 4146 481 3074 8232 1116 848 1187 684 2314 1554 4119 468 8205 427 2152 373 1174 794 713 1079 632 414 2125 5120 2210 319 252 2563 1346 605 4360 690 16416 2183 4170 1177 8211 2102 1320 663 2321 16389 1130 806 4256 2131 1293 8260 4609 482 1103 2200 835 1664 4229 2105 1569 4148 455 3076 8206 904 374 1189 809 714 2316 1556 4177 619 429 2126 1299 1232 796 239 2592 1137 606 4123 472 8321 2212 377 1178 8240 2565 1348 1083 692 2322 16390 2241 4172 8213 435 2160 1294 4610 721 1132 2187 864 4230 2133 2106 1570 4135 484 667 16393 837 4368 1190 810 2079 1543 4178 1409 8264 430 1328 1219 783 716 4233 1138 621 4152 459 3080 8322 1301 378 1193 8227 2566 1111 2432 1560 4125 679 2337 2242 351 1180 8214 912 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3257 10291 1906 4471 17057 5300 33302 3399 8557 4920 33168 18564 9358 4811 3848 6413 9090 16729 24592 5653 2743 1526 33073 18469 9263 4730 32978 1961 4540 8995 3658 6223 8928 17435 3468 10502 1879 6784 17044 5329 32883 9496 4893 17714350 3373 8615 3278 10340 6689 16949 34825 5472 3010 16787 36868 18512 9306 4703 1948 4569 8982 3183 8901 12432 32952 2915 20514 3744 6309 8874 16625 33094 1853 1758 5275 8820 12337 33305 3416 8658 17484 11265 6676 17216 5445 2535 33828 10286 1663 5418 2984 1529 8563 18458 9392 4789 32925 2902 6419 17922 20487 3717 6352 8847 16836 10505 5704 2794 16571 9745 12548 33068 1015 3636 6257 8766 16741 3474 8632 17542 33857 10315 17162 5391 2957 5324 12358 32878 9365 5056 3379 8985 17447 3312 8442 2876 17000 5229 2767 6298 16782 9508 4961 33097 5762 40960 3665 6468 8795 17680 8605 2686 6203 16687 25521 6620 9318 5667 33803 10401 2016 4581 7174 12332 17490 33412 3285 8415 5002 2905 16973 20504 3258 10768 9537 4948 17058 5287 33317 3428 8558 4907 33155 4840 34880 3611 6414 8881 16730 2525 17545 24579 5654 10388 1989 5520 33074 18470 9740 12361 32993 1962 4527 6252 17464 3231 10293 1908 5425 2963 17031 5330 33360 18689 9483 4894 9416 4813 3374 9092 6690 16950 34826 5235 2801 16816 33047 18499 9321 4732 32980 1935 4570 8997 3660 7177 8902 12419 17437 32939 10560 17169 6310 16626 32885 1854 4475 1773 5304 8807 12338 33306 3403 8673 18568 11266 6663 16979 5446 3012 6529 16789 9308 5657 2747 1530 90401 8473 9379 4790 32926 2917 6448 20516 3718 6339 8876 16599 34048 10506 1883 17048 5277 9746 12311 32831 8660 5009 3623 6258 16742 3489 8619 33858 10344 16953 5420 2958 1503 8565 36872 18460 9366 4819 3856 6421 8986 17924 20545 3299 8905 2863 5230 2796 6313 16573 9271 4962 33098 1969 3666 6231 8824 17667 3476 8606 17600 10317 6680 17164 5449 2539 13312 33832 10402 1779 4582 3381 8511 17505 3286 8444 4793 34833 2906 16974 20491 3721 6300 10755 16840 9538 4935 5764 33318 3191 8797 12552 33184 1019 3640 6205 8882 16745 2526 17546 24608 5669 33805 10375 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9370 4767 2908 6425 17928 20493 3247 10757 9540 5889 2979 5346 33376 18481 9275 4910 33158 1021 3614 6235 8884 16719 3480 10514 17548 24582 5699 10433 17280 5509 33063 12364 32996 1727 4586 3385 8627 17453 3290 10352 17185 5428 2966 17090 5319 33349 36880 18692 9486 4939 5768 12802 33322 3195 8913 2871 16995 5238 2804 6321 16805 33106 18502 9324 5673 33921 10379 1994 4559 9056 7180 12422 17496 32942 10325 6912 17172 5457 2547 16615 33840 10298 1899 4478 17064 5293 9762 12327 33295 3406 8676 5025 33161 6722 16982 20499 3729 6532 8859 16848 24585 5660 2750 1519 9029 12560 33080 18476 9382 4835 32971 3872 6437 9002 16753 6342 17554 33813 10271 1886 5403 2969 17037 5336 9735 12370 32890 9601 5012 3682 6247 17459 3492 8622 6696 16956 34944 5241 2779 16794 9520 4917 33053 18505 9411 4822 3845 6480 8975 20548 3302 8908 12425 34849 2922 16699 6316 16632 9330 4727 32863 1972 4593 3655 7186 8813 12344 17670 33424 3521 8651 11272 6669 16985 5452 2542 9493 1782 5299 33329 3440 8570 17508 18563 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8677 5040 33176 18572 11270 6723 16983 20738 3968 6533 9098 16849 24600 5661 2751 1534 9044 12561 33081 18477 9383 4850 32986 3873 6452 9003 20576 3778 6343 8936 17555 34052 10510 1887 6792 17052 5337 9750 12371 32891 9616 5013 3683 6262 17698 3493 8623 33862 10348 6697 16957 34945 5480 3018 16795 9521 36876 18520 9426 4823 3860 6481 8990 17984 20549 3303 8909 12440 34864 2923 20522 3752 6317 10786 16633 9331 4966 33102 1973 3670 7187 8828 12345 17671 33425 3536 8666 17604 11273 6684 17224 5453 2543 13316 33836 10406 1783 5538 33568 3441 8571 17509 18578 9400 4797 34837 2910 6427 17930 20495 3725 6360 10759 16844 9542 5891 10625 5824 33378 18483 9753 12556 33188 1023 3644 6265 8886 16749 3482 10544 17550 24612 5729 33865 10435 17282 5511 33541 7236 12366 32998 9373 5064 3387 9105 17455 3320 10354 17187 5430 2996 17120 5349 33351 36882 18694 9516 4969 33217 5770 12832 40968 3673 6476 8915 17688 10517 24641 5716 2806 6323 16807 33136 18532 9326 5675 33923 10409 2024 4589 9058 7182 12452 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9553 17074 5303 33333 3444 8574 4923 33171 18567 9389 4856 34896 3851 6430 9121 20554 3784 6349 10818 17561 24595 5894 10628 2005 36898 18486 9756 12377 33009 1978 4543 3689 6268 8931 17704 3471 10533 5732 33868 10438 6787 17047 5570 33600 18705 9499 9432 4829 3390 9108 17514 3309 10343 6706 17190 34842 5475 3041 20640 34306 36871 10792 18515 9337 4972 33220 1951 9013 3676 7193 8918 12435 17677 32955 10576 24644 20993 3747 6326 16866 33125 5678 33926 10412 1789 5544 8823 12578 33546 3419 8689 17487 18584 11282 6679 17219 5462 3028 6545 18048 20613 33831 10765 9548 5897 2987 5354 12864 33384 18489 9395 5030 33166 2933 17953 20532 3734 6355 8892 16839 34064 10522 19460 24590 5707 10441 17288 5517 9986 12551 33071 12484 33004 3639 6498 16758 3505 8635 17573 33874 10360 17193 5436 2974 17098 5327 9824 12389 33357 36888 18700 9606 5059 7680 12810 17940 20561 33442 3315 8921 2879 17003 5246 2812 6329 16813 9511 4978 33114 18510 9444 5793 33929 40963 3906 6471 9064 17683 7300 12430 17616 34854 10333 6920 17180 5465 2555 16623 9797 13328 33848 10418 2019 4598 18976 7205 9770 12335 17521 33415 3526 8684 5033 35073 6730 16990 20507 3737 6540 10771 16856 9554 4951 24705 5780 33334 3431 9037 12568 33200 18596 9390 4843 34883 3880 6445 9122 16761 6350 17562 24624 5685 33821 10391 2006 5523 33553 18949 7248 9743 12378 17732 33010 9609 5020 3690 6255 17467 3500 10534 1911 6816 17076 34952 5361 33363 18706 9528 4925 33173 18625 9419 4830 3853 6488 9095 20556 3310 10820 14337 24597 34857 5952 3042 16819 36900 18544 9338 4735 32983 1980 4601 9014 3663 7194 8933 12464 17678 33432 3529 10563 20994 11392 6789 17105 5572 33126 9501 1790 5307 12817 33337 3448 8690 17516 18571 11297 6708 17248 34844 5477 3015 6546 20614 34308 36929 10766 18517 9311 5898 10632 2009 9043 18490 9872 12437 32957 2934 6451 17954 20519 3749 6384 8879 16868 34051 10537 5736 33984 10442 17051 5518 9777 12580 33548 3421 8663 11284 6737 17221 20752 3506 9112 17574 33889 10347 17194 5423 2989 5356 12390 33358 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63299 49108 57190 49067 59327 61052 64569 32754 60890 56287 49013 64150 62919 63368 60795 57021 64055 62838 60404 63921 63273 49054 63178 64780 32727 53247 61110 63731 48959 63083 48892 62893 64590 57288 64322 61329 63260 60350 48635 62703 57193 62435 65056 61139 63942 32701 63070 64153 62936 56813 61282 63847 64676 32511 64296 62841 60379 57180 62422 65029 60902 57251 64106 61113 63916 55293 62327 63156 61255 64786 64705 64269 63726 49122 59382 62899 64624 57238 62396 64079 61324 63945 63185 57143 57076 62206 61229 63864 61134 64651 63328 49095 64597 56819 62425 61039 64570 60905 56316 49014 64165 62948 63131 61272 63837 57022 63301 60391 63922 63274 49069 59385 64543 32756 60892 57241 64275 64208 48879 62894 60797 57051 64113 61330 63895 63247 49112 63180 57194 61235 61168 63733 32702 49017 63085 64154 62923 56814 64324 60855 64059 62842 60408 48637 57167 62437 65030 61141 64896 32731 61114 63679 55294 49075 63143 61284 64801 64706 64270 62815 60381 63376 64611 57253 62383 64108 61087 63946 63281 63186 64788 57063 61230 63851 64680 63091 49124 62901 64598 57296 62426 65033 60906 56303 64166 62711 57201 62331 63160 61259 63838 64653 63302 64385 49070 56821 59386 61951 64572 32743 60879 57242 64304 64195 63133 60798 57147 57080 64114 61345 63924 63276 49099 59359 64601 56767 64277 61155 63734 49018 63086 64169 62952 57053 64087 61332 63953 63305 60395 48638 57196 62438 61237 61142 64659 32760 48991 64156 62925 61047 64802 60913 64061 62844 60382 63899 63363 65088 57254 32733 60287 61116 63737 63282 49077 63201 64775 64708 64328 60859 48887 62902 64613 57283 62441 65034 61145 63948 63255 63188 57202 48127 63147 61288 63853 64654 63093 64386 62931 56822 62428 64559 60908 57257 64291 64224 57175 62333 63134 61261 64792 57067 61346 63911 63039 49128 59388 62905 64602 57244 64278 64197 64170 62715 57149 62391 57054 64116 61319 63954 63306 49101 56959 56825 61238 63859 61157 64688 32747 49020 64143 62926 65041 60914 56311 64062 62831 60397 63928 63392 61267 64661 32734 64281 61103 63738 49078 63202 64804 32639 60887 64091 61336 63901 63365 64614 57312 62442 61241 61146 63711 63284 49107 63175 64833 61051 63854 60861 63094 64177 62960 57285 62415 65036 60671 57258 63313 60403 57204 62334 49081 63149 61262 64779 64712 64388 62933 48891 59375 62906 64617 57231 64293 64198 63259 63192 57150 57069 64103 61348 63969 63097 49102 62879 64604 56826 64336 61158 64675 49007 64172 62717 57179 62449 65042 61377 63956 63308 60398 63915 63155 56799 61296 63861 64662 32749 64282 64201 64567 60916 57265 62395 64120 61323 63902 63366 61269 57075 61242 63807 61161 63740 63271 49136 63204 64834 64093 60862 56315 64178 62947 57286 62444 61215 61148 64665 63314 49109 57191 49082 63150 61053 64808 32755 60891 64151 62934 63369 64618 57260 64294 62839 60405 63288 49055 63179 64781 57070 61111 63970 63098 48893 62908 64591 57289 64323 65152 63261 60351 62718 57208 62450 65057 61378 63943 63071 64392 62937 56828 61283 63862 64677 32750 64297 64202 57181 62423 65044 60903 57266 64107 61352 63917 63157 61270 64787 64720 64284 61162 63727 49123 59383 64625 57239 62397 64094 61325 63960 63424 57077 62207 61244 63865 61135 64666 63329 49110 64836 61054 64571 60920 56317 49015 64180 62949 63370 61273 57023 63316 60406 63923 63275 49084 63208 64782 32757 60893 64209 48894 62895 64620 57290 64352 61331 63262 49113 63181 57195 65058 61169 63972 32703 63100 64155 62938 56815 64325 64678 64298 62843 60409 57182 62452 65031 61380 64897 61115 63918 55295 63158 61285 64816 64707 64271 64204 63377 64626 57268 62398 64109 61326 63947 63187 64789 57078 61231 63866 61164 64681 63330 49125 64599 57297 62427 65048 60907 56318 64167 62950 63161 61274 63839 64668 63303 64400 49071 59387 64573 32758 60894 57243 64305 64210 63372 60799 57081 64115 61360 63925 63277 49114 63182 64840 61170 63735 49019 63087 64184 62953 57292 64326 61333 63320 60410 48639 57197 62439 65060 61143 64898 32761 64157 62940 61286 64803 64736 64300 62845 60383 63378 65089 57255 64110 61117 63976 63283 63216 64790 64709 64329 64682 49126 62903 64628 57298 62456 65035 61384 63949 63189 57203 631626 1289 63868 64655 63332 64387 56823 62429 64574 60909 57272 64306 64225 63135 61276 64793 57082 61347 63926 63278 49129 59389 64603 57245 64279 64212 64171 62954 57055 64117 61334 63955 63307 49116 57198 61239 61172 64689 32762 49021 64158 62927 65280 60915 64063 62846 60412 63929 63393 65090 64900 32735 61118 63739 49079 63203 64805 64710 64330 61337 63380 64615 57313 62443 65064 61147 63950 63285 63190 64848 61290 63855 64684 63095 64416 62961 57300 62430 65037 60910 57259 64226 57205 62335 63164 61263 64794 64713 64389 49130 59390 62907 64632 57246 64308 64199 63193 57151 57084 64118 61349 63984 63336 49103 64605 56827 64337 61159 64690 49022 64173 62956 65043 61392 63957 63309 60399 63930 63394 61297 64663 32764 64283 64216 64806 60917 64121 61338 63903 63367 65092 57314 61243 61176 63741 63286 49137 63205 64835 64332 60863 64179 62962 57287 62445 65038 61149 64904 63315 57206 49083 63151 61292 64809 64714 64390 62935 63384 64619 57261 64295 64228 63289 63194 64796 57071 61350 63971 63099 49132 62909 64606 57304 64338 65153 64174 62719 57209 62451 65072 61379 63958 63310 64393 56829 61298 63863 64692 32751 64312 64203 65045 60918 57267 64122 61353 63932 63396 61271 64721 64285 61163 63742 49138 63206 64864 64095 61340 63961 63425 57316 62446 61245 61150 64667 63344 49111 64837 61055 64810 60921 64181 62964 63371 65096 57262 63317 60407 63290 49085 63209 64783 64716 64448 48895 62910 64621 57291 64353 65154 63263 63196 57210 65059 61408 63973 63101 64394 62939 56830 64340 64679 64299 64232 57183 62453 65046 61381 64912 61354 63919 63159 61300 64817 64722 64286 64205 64627 57269 62399 64124 61327 639626 3426 57079 61246 63867 61165 64696 63331 49140 64838 65049 60922 56319 64182 62951 63400 61275 64669 63318 64401 49086 63210 64812 32759 60895 64211 63373 64622 57320 64354 61361 63292 49115 63183 64841 61171 63974 63102 64185 62968 57293 64327 65156 63321 60411 57212 62454 65061 61382 64899 64396 62941 61287 64818 64737 64301 64206 63379 65104 57270 64111 61356 63977 63217 64791 64724 64344 61166 64683 49127 64629 57299 62457 65050 61385 63964 63428 63163 61304 63869 64670 63333 64402 64575 60924 57273 64307 64240 63374 61277 57083 61362 63927 63279 49144 63212 64842 64213 64186 62955 57294 64356 61335 63322 49117 57199 65062 61173 64928 32763 64159 62942 65281 64738 64302 62847 60413 63408 65091 64901 61119 63978 63218 64820 64711 64331 65160 63381 64630 57328 62458 65065 61386 63951 63191 64849 61291 63870 64685 63334 64417 57301 62431 65052 60911 57274 64227 63165 61278 64795 64728 64404 49131 59391 64633 57247 64309 64214 63432 57085 64119 61364 63985 63337 49118 64844 61174 64691 49023 64188 62957 65282 61393 63324 60414 63931 63395 65120 64902 32765 64217 64807 64740 64360 61339 63382 65093 57315 65066 61177 63980 63287 63220 64850 64333 64686 64418 62963 57302 62460 65039 61388 64905 57207 63166 61293 64824 64715 64391 63385 64634 57276 64310 64229 63195 64797 57086 61351 63986 63338 49133 64607 57305 64339 65168 64175 62958 65073 61394 63959 63311 64408 61299 64693 32766 64313 64218 65284 60919 64123 61368 63933 63397 65094 64960 61178 63743 49139 63207 64865 64334 61341 63440 57317 62447 65068 61151 64906 63345 64852 61294 64811 64744 64420 62965 63386 65097 57263 64230 63291 63224 64798 64717 64449 49134 62911 64636 57306 64368 65155 63197 57211 65074 61409 63988 63340 64395 56831 64341 64694 64314 64233 65047 61396 64913 61355 63934 63398 61301 64723 64287 64220 64866 64125 61342 63963 63427 57318 61247 61180 64697 63346 49141 64839 65288 60923 64183 62966 63401 65098 64908 63319 49087 63211 64813 64718 64450 63388 64623 57321 64355 65184 63293 63198 64856 61410 63975 63103 64424 62969 57308 64342 65157 64234 57213 62455 65076 61383 64914 64397 61302 64819 64752 64316 64207 65105 57271 64126 61357 63992 63456 64725 64345 61167 64698 49142 64868 65051 61400 63965 63429 63402 61305 64671 63348 64403 64814 60925 64241 63375 65100 57322 61363 63294 49145 63213 64843 64452 64187 62970 57295 64357 65158 63323 57214 65063 61412 64929 64398 62943 65296 64739 64303 64236 63409 65106 64916 61358 63979 63219 64821 64726 64346 65161 64631 57329 62459 65080 61387 63966 63430 61306 63871 64700 63335 64432 65053 60926 57275 64242 63404 61279 64729 64405 49146 63214 64872 64215 63433 57324 64358 61365 63352 49119 64845 61175 64930 64189 62972 65283 65216 63325 60415 63410 65121 64903 64456 64822 64741 64361 65162 63383 65108 57330 65067 61416 63981 63221 64851 64348 64687 64419 57303 62461 65054 61389 64920 63167 61308 64825 64730 64406 64635 57277 64311 64244 63434 57087 61366 63987 63339 49148 64846 65169 64190 62959 65312 61395 63326 64409 65122 64932 32767 64219 65285 64742 64362 61369 63412 65095 64961 61179 63982 63222 64880 64335 65164 63441 57332 62462 65069 61390 64907 64853 61295 64826 64745 64421 63387 65112 57278 64231 63225 64799 64732 64464 49135 64637 57307 64369 65170 63436 65075 61424 63989 63341 64410 64695 64315 64248 65286 61397 61370 63935 63399 65124 64962 64221 64867 64364 61343 63442 57319 65070 61181 64936 63347 64854 65289 64746 64422 62967 63416 65099 64909 63226 64828 64719 64451 63389 64638 57336 64370 65185 63199 64857 61411 63990 63342 64425 57309 64343 65172 64235 65077 61398 64915 64412 61303 64753 64317 64222 65344 64127 61372 63993 63457 64964 61182 64699 49143 64869 65290 61401 63444 63403 65128 64910 63349 64815 64748 64480 63390 65101 57323 65186 63295 63228 64858 64453 64426 62971 57310 64372 65159 57215 65078 61413 64944 64399 65297 64754 64318 64237 65107 64917 61359 63994 63458 64727 64347 65176 64870 65081 61402 63967 63431 61307 64701 63350 64433 65292 60927 64243 63405 65102 64968 49147 63215 64873 64454 63448 57325 64359 65188 63353 64860 61414 64931 64428 62973 65298 65217 64238 63411 65136 64918 64457 64823 64756 64376 65163 65109 57331 65082 61417 63996 63460 64349 64702 64434 65055 61404 64921 63406 61309 64731 64407 64874 64245 63435 57326 61367 63354 49149 64847 65408 64191 62974 65313 65218 63327 65123 64933 64458 65300 64743 64363 65192 63413 65110 64976 61418 63983 63223 64881 64350 65165 57333 62463 65084 61391 64922 61310 64827 64760 64436 65113 57279 64246 63464 64733 64465 49150 64876 65171 63437 65314 61425 63356 64411 64934 64249 65287 65220 61371 63414 65125 64963 64460 64882 64365 65166 63443 57334 65071 61420 64937 64855 65304 64747 64423 63417 65114 64924 63227 64829 64734 64466 64639 57337 64371 65200 63438 61426 63991 63343 64440 65173 64250 65316 61399 64413 65126 64992 64223 65345 64366 61373 63472 64965 61183 64938 64884 65291 65224 63445 63418 65129 64911 64830 64749 64481 63391 65116 57338 65187 63229 64859 64468 64427 57311 64373 65174 65079 61428 64945 64414 64755 64319 64252 65346 61374 63995 63459 64966 65177 64871 65320 61403 63446 65130 64940 63351 65293 64750 64482 63420 65103 64969 63230 64888 64455 63449 57340 64374 65189 64861 61415 64946 64429 65299 65232 64239 65137 64919 64472 64757 64377 65178 65348 65083 61432 63997 63461 64703 64435 65294 61405 63407 65132 64970 64875 64484 63450 57327 65190 63355 64862 65409 64430 62975 65328 65219 65138 64948 64459 65301 64758 64378 65193 65111 64977 61419 63998 63462 64351 65180 65085 61406 64923 61311 64761 64437 65352 64247 63465 64972 49151 64877 65410 63452 65315 65248 63357 64935 64488 65302 65221 65194 63415 65140 64978 64461 64883 64380 65167 57335 65086 61421 64952 65305 64762 64438 65115 64925 63466 64735 64467 64878 65201 63439 61427 63358 64441 65412 64251 65317 65222 65127 64993 64462 65360 64367 65196 63473 64980 61422 64939 64885 65306 65225 63419 65144 64926 64831 64764 64496 65117 57339 65202 63468 64469 64442 65175 65318 61429 64415 64994 64253 65347 61375 63474 64967 65416 64886 65321 65226 63447 65131 64941 65308 64751 64483 63421 65118 64984 63231 64889 64470 57341 64375 65204 61430 64947 64444 65233 64254 65376 64473 64996 65179 65349 65322 61433 63476 64942 65295 65228 63422 65133 64971 64890 64485 63451 57342 65191 64863 65424 64431 65329 65234 65139 64949 64474 64759 64379 65208 65350 61434 63999 63463 65181 65324 61407 65134 65000 65353 64486 63480 64973 64892 65411 63453 65330 65249 64950 64489 65303 65236 65195 65141 64979 64476 64381 65182 65087 61436 64953 64763 64439 65354 63467 64974 64879 65440 63454 65250 63359 65413 64490 65332 65223 65142 65008 64463 65361 64382 65197 64981 61423 64954 65307 65240 65145 64927 64765 64497 65356 65203 63469 64443 65414 65319 65252 64995 64492 65362 65198 63475 64982 65417 64887 65336 65227 65146 64956 65309 64766 64498 65119 64985 63470 64471 65205 61431 64445 65472 64255 65377 64997 65418 65364 65323 65256 63477 64943 65310 65229 63423 65148 64986 64891 64500 57343 65206 65425 64446 65235 65378 64475 64998 65209 65351 61435 63478 65420 65325 65230 65135 65001 65368 64487 63481 64988 64893 65426 65331 65264 64951 64504 65237 65210 65380 64477 65183 65326 61437 65002 65355 63482 64975 64894 65441 63455 65251 65428 64491 65333 65238 65143 65009 64478 64383 65212 61438 64955 65241 65384 65004 65357 65442 63484 65415 65334 65253 65010 64493 65363 65199 64983 65432 65337 65242 65147 64957 64767 64499 65358 63471 65444 65254 65473 64494 65392 65012 65419 65365 65338 65257 64958 65311 65244 65149 64987 64501 65207 64447 65474 65379 64999 65448 65366 65258 63479 65421 65340 65231 65150 65016 65369 64502 64989 65427 65265 64505 65476 65211 65381 65422 65327 65260 65003 65370 63483 64990 64895 65456 65266 65429 64506 65239 65382 64479 65213 61439 65480 65385 65005 65372 65443 63485 65430 65335 65268 65011 64508 65214 65433 65243 65386 65006 65359 63486 65445 65255 65488 64495 65393 65013 65434 65339 65272 64959 65245 65388 65446 65475 65394 65014 65449 65367 65259 65436 65341 65246 65151 65017 64503 65504 65477 65450 65396 65423 65342 65261 65018 65371 64991 65457 65267 64507 65478 65383 65452 65262 65481 65400 65020 65373 65458 65431 65269 64509 65215 65482 65387 65007 65374 63487 65460 65270 65489 64510 65435 65273 65484 65389 65447 65490 65395 65015 65464 65274 65437 65247 65390 65505 65492 65451 65397 65438 65343 65276 65019 65506 65479 65398 65453 65263 65496 65401 65021 65459 65508 65454 65483 65402 65022 65375 65461 65271 64511 65512 65485 65404 65462 65491 65465 65275 65486 65391 65520 65493 65466 65439 65277 65507 65494 65399 65468 65278 65497 65509 65455 65498 65403 65023 65510 65513 65500 65405 65463 65514 65487 65406 65521 65467 65516 65522 65495 65469 65279 65524 65470 65499 65511 65528 65501 65515 65502 65407 65517 65523 65518 65525 65471 65526 65529 65530 65503 65532 65519 65527 65531 65533 65534 65535}
In this embodiment of this application, the system stores a maximum mother code sequence (assuming that a length is N), and a mother code sequence in any code length (assuming that the code length is M, where M≤N) can be directly read from the maximum mother code sequence.
For example, when N=65536, any mother code sequence in code length of 16, 32, 64, 128, . . . , or 32768 can be directly read from the foregoing sequence #A.
Optionally, in this embodiment of this application, the maximum mother code sequence supported by the system may be stored in a compressed storage mode, to further reduce the storage overheads of the system.
It can be learned from a polar code polarization process that, polarized channels
are a result of further polarization on polarized channels
and the two groups of polarized channels have same inner ordering. During storage, an ordering sequence of
may be stored, and for
only a difference with corresponding locations in
needs to be stored. The process is further broken down, so that an ordering sequence of a shorter polar code may be stored. For example, a sequence {0,
is used as a base sequence, and for other polarized channels, a difference with corresponding locations in the base sequence is stored. For example, a difference between
and corresponding locations in the base sequence is N/4, and a difference between
and corresponding locations in the base sequence is N/2. It can be learned that the differences are all integer multiples of a length of the base sequence.
Therefore, in this embodiment of this application, when the maximum mother code sequence supported by the system is stored, a base sequence may be first determined from the maximum mother code sequence, and for sequence numbers of rest polarized channels, an offset difference (in other words, an offset multiplier) of the sequence numbers with respect to those in the base sequence is stored.
The following describes a compressed storage process according to this embodiment of this application in detail.
First, a maximum mother code length that can be supported by a system is set to N (N=2n, where n is a nonnegative integer). In this case, it can be learned from the foregoing polar coding method in this embodiment of this application that, the system needs to store only one maximum mother code sequence (which, for ease of differentiation, is denoted by a sequence SN in the following description). The sequence SN includes sequence numbers (indexes from 0 to N−1) of N polarized channels, and ordering of the sequence numbers of the N polarized channels is obtained based on ordering of reliabilities of the polarized channels.
In this embodiment of this application, the preset rule may be understood as an equation N=22S-2 configured by the system.
Specifically, it can be learned from the foregoing equation that a value of S may be calculated based on a formula
The symbol ┌ ┐ represents rounding up.
It should be understood that determining the value of S based on this equation is only used as an example. In this embodiment of this application, a manner how the value of S is determined is not limited. Any manner shall fall with the protection scope of this embodiment of this application, provided that a compressed storage mode is used so that a quantity of bits used when the sequence numbers of the polarized channels are stored is less than a quantity of bits used during direct storage are.
In this embodiment of this application, when the sequence number in the maximum mother code sequence is represented by S bits, one bit in the S bits needs to be reserved as an indication bit used to indicate a type of a sequence number stored at a current location. Therefore, the rest (S−1) bits in the S bits are used to indicate a value of the sequence number.
It should be understood that, the type of the sequence number herein means that the sequence number stored at the current location belongs to a base sequence or an offset sequence.
It can be understood that, the maximum sequence length that is represented by the (S−1) bits is Q=2S-1.
It should be noted that, for ordering of the sequence numbers in the base sequence, reference may be made to step 105.
offset sequences.
It should be understood that a quantity of sequence numbers included in each offset sequence is the same as a quantity of the sequence numbers included in the base sequence, ordering of a plurality of sequence numbers in each offset sequence is the same as ordering of the plurality of sequence numbers in the maximum mother code sequence, and there is a common offset multiplier for a plurality of sequence numbers in each offset sequence with respect to sequence numbers at corresponding locations in the base sequence.
Specifically, the first bit is used to indicate that the sequence number stored at the current location belongs to the base sequence, and the plurality of second bits are used to indicate a value of the sequence number stored at the current location.
Specifically, the third bit is used to indicate that the sequence number stored at the current location belongs to an offset sequence, and the plurality of fourth bits are used to indicate an offset multiplier of the sequence number stored at the current location with respect to a sequence number at a corresponding location in the base sequence. An ith sequence number in each offset sequence corresponds to an ith sequence number in the base sequence.
For ease of understanding, the following uses N=16 (meaning that the maximum mother code length supported by the system is 16) as an example to describe the foregoing compressed storage process.
First, it is assumed that reliabilities of 16 polarized channels are calculated and sorted in ascending order into a sequence S1.
S1={0,1,2,4,8,3,5,6,9,10,12,7,11,13,14,15}
Q=23-1=4.
It is easy to obtain that S2={0, 1, 2, 3}.
Specifically, sequence numbers of the rest polarized channels, other than the sequence numbers in the base sequence, are grouped into 3 offset sequences. Each offset sequence includes 4 sequence numbers, and the 4 sequence numbers in each offset sequence are in one-to-one correspondence with 4 sequence numbers in the base sequence. In addition, at corresponding locations, differences between sequence numbers in the offset sequence and sequence numbers in the base sequence are the same.
For example, the foregoing base sequence is S2={0 1 2 3}, the sequence numbers 4 to 15 are grouped in to 3 offset sequences, the sequence numbers 4 to 7 belong to an offset sequence 1, the sequence numbers 8 to 11 belong to an offset sequence 2, and sequence numbers 12 to 15 belong to an offset sequence 3.
It should be noted that, herein, that the sequence numbers 4 to 7 belong to the offset sequence 1 means that the sequence numbers 4, 5, 6, and 7 belong to a same offset sequence but does not represent ordering of the sequence numbers 4, 5, 6, and 7. The similar applies to the offset sequence 2 and the offset sequence 3, and details are not repeatedly described herein.
It should be understood that a same offset difference (or offset multiplier) exists for sequence numbers that belong to one offset sequence with respect to sequence numbers at corresponding locations in the base sequence.
For example, the sequence numbers in the offset sequence 1 are successively read from the sequence S1, to obtain the offset sequence 1={4 5 6 7}. Similarly, the offset sequence 2={8 9 10 11}, and the offset sequence 3={12 13 14 15}. Therefore, it can be learned that differences between a plurality of sequence numbers that belong to a same offset sequence and sequence numbers at corresponding locations in the base sequence are the same. A difference between the offset sequence 1 and the base sequence is 4 (an offset multiplier is 1), a difference between the offset sequence 2 and the base sequence is 8 (an offset multiplier is 2), and a difference between the offset sequence 3 and the base sequence is 12 (an offset multiplier is 3).
In this embodiment of this application, bits that are used to store each sequence number include a first portion and a second portion. The first portion is used to indicate whether a sequence number stored at a current location belongs to the base sequence or an offset sequence. If the first portion indicates that the sequence number stored at the current location belongs to the base sequence, the second portion is used to indicate a value of the sequence number stored at the current location. If the first portion indicates that the sequence number stored at the current location belongs to an offset sequence, the second portion is used to indicate an offset multiplier of the sequence number stored at the current location with respect to that in the base sequence.
Further, when the first bit indicates that the sequence number stored at the current location belongs to the base sequence, the rest bits are used to indicate a value of the sequence number stored at the current location. The last 2 bits are directly read as a sequence number of a polarized channel.
For example, the last 2 bits of the sequence numbers 0, 1, 2, and 3 are 00, 01, 10, and 11, respectively. This means that the sequence numbers of polarized channels are 0, 1, 2, and 3, respectively.
When the first bit indicates that the sequence number stored at the current location belongs to an offset sequence, the rest bits are used to indicate an offset multiplier of the sequence number stored at the current location with respect to that in the base sequence. Therefore, for a kth sequence number whose most significant bit is 1 and whose offset multiplier is y, the value of the sequence number stored at the current location is the kth sequence number in the base sequence+(the offset multiplier y×a length of the base sequence).
For example, when a sequence number 5 is stored, the most significant bit is stored as 1 and is used to indicate that the sequence number 5 belongs to an offset sequence. The last 2 bits are necessarily stored as 00 and are used to indicate that an offset multiplier of the sequence number (that is, the sequence number 5) stored at the current location with respect to that in the base sequence is 1. For another example, when a sequence number 9 is stored, the most significant bit is stored as 1, and the last 2 bits are stored as 01 and are used to indicate that an offset multiplier is 2.
It should be understood that, the lengths of the base sequences selected in
Therefore, when the maximum code length sequence is stored in the compressed storage mode, referring to the foregoing steps 201 to 206, the quantity of bits that are used can be minimal. Compared with the prior art, this can further reduce storage overheads of a system on the basis that the storage overheads are reduced by storing only one sequence (that is, the maximum mother code sequence).
Table 6 shows a result of comparison between storage space occupied by direct storage and that occupied by compressed storage.
It can be learned from Table 6 that, when the maximum mother code sequence is stored, the compressed storage mode can save 40% storage space in comparison with the direct storage mode.
With reference to
The processing unit 510 is configured to obtain reliability metrics of N polarized channels, where N=2n, and n and N are positive integers.
The processing unit 510 is further configured to sort sequence numbers of the N polarized channels in ascending order or descending order of the metrics, to obtain a maximum mother code sequence. The maximum mother code sequence is characterized in that, if a first sequence whose code length is Z is read from the maximum mother code sequence, ordering, in the first sequence, of Z sequence numbers included in the first sequence is the same as ordering, in the maximum mother code sequence, of the Z sequence numbers, where Z=2z, z≤n, and z is a positive integer.
The storage unit 520 is configured to store the maximum mother code sequence.
The units in the apparatus 500 in this embodiment of this application and the foregoing operations or functions are intended to implement corresponding procedures in the method 100. For brevity, details are not repeatedly described herein.
Optionally, the apparatus 500 may be a chip or an integrated circuit.
In a possible design, when some or all functions of the apparatus 500 are implemented by using software, the apparatus 500 may be provided with a chip (or a chip system). The chip includes a memory and a processor. The memory is configured to store a computer program, and the processor is configured to execute the computer program stored in the memory. When the computer program is executed, the apparatus 500 can perform the polar coding method described in the foregoing embodiments.
The computer program may also be referred to as computer program code, program code, or the like.
In a possible design, when some or all functions of the apparatus 500 are implemented by using hardware, the apparatus 500 may be an integrated circuit. The integrated circuit may include:
In this embodiment of this application, only the maximum mother code sequence that can be supported by a system needs to be stored, and during polar code coding, the mother code sequence in the length required to perform polar coding is read from the maximum mother code sequence, so that storage overheads of the system can be reduced.
The processor 620 is configured to obtain reliability metrics of N polarized channels, where N=2n, and n and N are positive integers.
The processor 620 is further configured to sort sequence numbers of the N polarized channels in ascending order or descending order of the metrics, to obtain a maximum mother code sequence. The maximum mother code sequence is characterized in that, if a first sequence whose code length is Z is read from the maximum mother code sequence, ordering, in the first sequence, of Z sequence numbers included in the first sequence is the same as ordering, in the maximum mother code sequence, of the Z sequence numbers, where Z=2Z, z≤n, and z is a positive integer.
The memory 610 is configured to store the maximum mother code sequence.
The units in the polar coding device 600 in this embodiment of this application and the foregoing operations or functions are intended to implement corresponding procedures in the method 100. For brevity, details are not repeatedly described herein. In this embodiment of this application, only the maximum mother code sequence that can be supported by a system needs to be stored, and during polar code coding, a mother code sequence in a length required to perform polar coding is read from the maximum mother code sequence, so that storage overheads of the system can be reduced.
It should be understood that, in this embodiment of this application, the processor 620 may be a central processing unit (central processing unit, CPU), or may be another general purpose processor, a digital signal processor (Digital Signal Processor, DSP), an application-specific integrated circuit (Application-Specific Integrated Circuit, ASIC), a field programmable gate array (Field Programmable Gate Array, FPGA) or another programmable logic device, a discrete gate or transistor logic device, a discrete hardware component, or the like. The general purpose processor may be a microprocessor or the processor may be any normal processor, or the like.
The memory 610 may include a read-only memory and a random access memory, and provides an instruction and data to the processor 620. A part of the memory 610 may further include a non-volatile random access memory. For example, the memory 610 may further store device type information.
In addition to a data bus, the bus system 640 may include a power bus, a control bus, a status signal bus, and the like. However, for clear description, various buses are marked as the bus system 640 in the figure.
The network interface 630 may be a wired interface, such as a fiber distributed data interface (Fiber Distributed Data Interface, FDDI) or a gigabit Ethernet (Gigabit Ethernet, GE) interface. The network interface 630 may alternatively be a wireless interface.
During implementation, the steps of the foregoing methods may be implemented by using an integrated logic circuit of hardware in the processor 620, or by using a software instruction. The steps of the polar coding method disclosed with reference to the embodiments of this application may be directly performed by a hardware processor, or may be performed by using a combination of hardware in the processor and a software module. The software module may be in a random access memory, a flash memory, a read-only memory, a programmable read-only memory or an electrical erasable programmable memory, a register, or another mature storage medium in the art. The storage medium is located in the memory 610, and the processor 620 reads information from the memory 610 and implements, in combination with hardware of the processor 620, the steps of the foregoing methods. To avoid repetition, no detailed description is given herein again.
The units in the polar coding device 600 in this embodiment of this application and the foregoing operations or functions are intended to implement corresponding procedures in the method 100. For brevity, details are not repeatedly described herein.
In this embodiment of this application, only the maximum mother code sequence that can be supported by the system needs to be stored, and during polar code coding, the mother code sequence in the length required to perform polar coding is read from the maximum mother code sequence, so that storage overheads of the system are reduced.
It should be understood that values of sequence numbers of the foregoing processes do not mean execution sequences in the embodiments of this application. The execution sequences of the processes should be determined based on functions and internal logic of the processes, and should not be construed as any limitation on the implementation processes of the embodiments of this application.
A person of ordinary skill in the art may be aware that the units and algorithm steps in the examples described with reference to the embodiments disclosed in this specification may be implemented by electronic hardware or a combination of computer software and electronic hardware. Whether the functions are performed by hardware or software depends on particular applications and design constraint conditions of the technical solutions. A person skilled in the art may use a different method to implement the described functions for each particular application, but it should not be considered that the implementation goes beyond the scope of this application.
It may be clearly understood by a person skilled in the art that, for the purpose of convenient and brief description, for a detailed working process of the foregoing system, apparatus, and unit, reference may be made to a corresponding process in the foregoing method embodiments, and details are not repeatedly described herein.
In the several embodiments provided in this application, it should be understood that the disclosed system, apparatus, and method may be implemented in other manners. For example, the described apparatus embodiments are merely examples. For example, the unit division is merely logical function division and may be other division in actual implementation. For example, a plurality of units or components may be combined or integrated into another system, or some features may be ignored or not performed. In addition, the displayed or discussed mutual couplings or direct couplings or communication connections may be indirect couplings or communication connections through some interfaces, apparatuses, or units, and may be in electronic, mechanical, or other forms.
The units described as separate parts may or may not be physically separate. Parts displayed as units may or may not be physical units, and may be located in one location or distributed on a plurality of network units. Some or all of the units may be selected depending on actual requirements to achieve the objectives of the solutions of the embodiments.
In addition, functional units in the embodiments of this application may be integrated into one processing unit, or each of the units may exist alone physically, or two or more units are integrated into one unit.
When implemented in the form of a software functional unit and sold or used as an independent product, the functions may be stored in a computer readable storage medium. Based on such an understanding, the technical solutions of this application essentially, or the part contributing to the prior art, or some of the technical solutions may be implemented in a form of a software product. The computer software product is stored in a storage medium, and includes several instructions for instructing a computer device (which may be a personal computer, a server, a network device, or the like) to perform all or some of the steps of the methods described in the embodiments of this application. The foregoing storage medium includes: any medium that can store program code, such as a USB flash drive, a removable hard disk, a read-only memory (Read-Only Memory, ROM), a random access memory (Random Access Memory, RAM), a magnetic disk, or an optical disc.
The foregoing descriptions are merely specific implementations of this application, but are not intended to limit the protection scope of this application. Any variation or replacement readily figured out by a person skilled in the art within the technical scope disclosed in this application shall fall within the protection scope of this application. Therefore, the protection scope of this application shall be subject to the protection scope of the claims.
Number | Date | Country | Kind |
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201610664987.6 | Aug 2016 | CN | national |
This application is a continuation of U.S. patent application Ser. No. 17/729,458, filed on Apr. 26, 2022, which is a continuation of U.S. patent application Ser. No. 17/132,566, filed on Dec. 23, 2020, now U.S. Pat. No. 11,368,249, which is a continuation of U.S. patent application Ser. No. 16/295,151, filed on Mar. 7, 2019, now U.S. Pat. No. 10,892,851, which is a continuation of U.S. patent application Ser. No. 16/110,873, filed on Aug. 23, 2018, now U.S. Pat. No. 10,326,555, which is a continuation of International Application No. PCT/CN2017/091675, filed on Jul. 4, 2017, which claims priority to Chinese Patent Application No. 201610664987.6, filed on Aug. 11, 2016. All of the afore-mentioned patent applications are hereby incorporated by reference in their entireties.
Number | Date | Country | |
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Parent | 17729458 | Apr 2022 | US |
Child | 18449536 | US | |
Parent | 17132566 | Dec 2020 | US |
Child | 17729458 | US | |
Parent | 16295151 | Mar 2019 | US |
Child | 17132566 | US | |
Parent | 16110873 | Aug 2018 | US |
Child | 16295151 | US | |
Parent | PCT/CN2017/091675 | Jul 2017 | US |
Child | 16110873 | US |