Frequency division multiple access (FDMA) or orthogonal frequency-division multiplexing (OFDM) communications may utilize redundancy schemes such as cyclic prefixes (CP) and null subcarriers to provide low error rate and reliable communications. However, to achieve very high data rates and quality of experience (QoE) or quality of service (QoS), the next generation of wireless and wired networks utilizing FDMA or OFDM will require improved management of out-of-band (OOB) emissions and peak-to-average ratios (PAPRs). N-continuous OFDM communications, which keeps up-to N-th order derivatives of the signal at the boundary of adjacent symbols being zero, may help with OOB. N-continuous OFDM communications, although helpful with OOB, may not help reduce PAPR.
Thus, it is desirable to have FDMA or OFDM communications with lower OOB emissions and PAPR to provide very high throughput for next generation applications. Using N-continuous OFDM communications with a simpler receiver architecture and better PAPR performance is also desirable.
A distortion component may be added to subcarriers of an orthogonal frequency division multiplexed (OFDM) or N-continuous OFDM signal. An alignment component may be added to the signal to utilize a CP duration or portion based on the distortion component. The alignment component may also be used with a subcarrier spacing related to a subcarrier spacing of a data or control information component of the N-continuous OFDM signal and may be configured to reduce peak-to-average ratio (PAPR) of a transmission.
Similar to utilization of an alignment component, a suppressing signal may be generated to utilize the CP duration or portion and non-utilized subcarriers of a signal. Multi-stream suppression alignment may be used in connection with different channel conditions, configurations, regions, and zones between communicating devices. The multi-stream suppressing signal may be used in regions or zones with limited transmission energy or power.
A more detailed understanding may be had from the following description, given by way of example in conjunction with the accompanying drawings wherein:
As shown in
The communications systems 100 may also include a base station 114a and a base station 114b. Each of the base stations 114a, 114b may be any type of device configured to wirelessly interface with at least one of the WTRUs 102a, 102b, 102c, 102d to facilitate access to one or more communication networks, such as the core network 106, the Internet 110, and/or the other networks 112. By way of example, the base stations 114a, 114b may be a base transceiver station (BTS), a Node-B, an eNode B, a Home Node B, a Home eNode B, a site controller, an access point (AP), a wireless router, and the like. While the base stations 114a, 114b are each depicted as a single element, it will be appreciated that the base stations 114a, 114b may include any number of interconnected base stations and/or network elements.
The base station 114a may be part of the RAN 104, which may also include other base stations and/or network elements (not shown), such as a base station controller (BSC), a radio network controller (RNC), relay nodes, etc. The base station 114a and/or the base station 114b may be configured to transmit and/or receive wireless signals within a particular geographic region, which may be referred to as a cell (not shown). The cell may further be divided into cell sectors. For example, the cell associated with the base station 114a may be divided into three sectors. Thus, in one embodiment, the base station 114a may include three transceivers, i.e., one for each sector of the cell. In another embodiment, the base station 114a may employ multiple-input multiple-output (MIMO) technology and, therefore, may utilize multiple transceivers for each sector of the cell.
The base stations 114a, 114b may communicate with one or more of the WTRUs 102a, 102b, 102c, 102d over an air interface 116, which may be any suitable wireless communication link (e.g., radio frequency (RF), microwave, infrared (IR), ultraviolet (UV), visible light, etc.). The air interface 116 may be established using any suitable radio access technology (RAT).
More specifically, as noted above, the communications system 100 may be a multiple access system and may employ one or more channel access schemes, such as CDMA, TDMA, FDMA, OFDMA, SC-FDMA, and the like. For example, the base station 114a in the RAN 104 and the WTRUs 102a, 102b, 102c may implement a radio technology such as Universal Mobile Telecommunications System (UMTS) Terrestrial Radio Access (UTRA), which may establish the air interface 116 using wideband CDMA (W-CDMA). W-CDMA may include communication protocols such as High-Speed Packet Access (HSPA) and/or Evolved HSPA (HSPA+). HSPA may include High-Speed Downlink Packet Access (HSDPA) and/or High-Speed Uplink Packet Access (HSUPA).
In another embodiment, the base station 114a and the WTRUs 102a, 102b, 102c may implement a radio technology such as Evolved UMTS Terrestrial Radio Access (E-UTRA), which may establish the air interface 116 using Long Term Evolution (LTE) and/or LTE-Advanced (LTE-A).
In other embodiments, the base station 114a and the WTRUs 102a, 102b, 102c may implement radio technologies such as IEEE 802.16 (i.e., Worldwide Interoperability for Microwave Access (WiMAX)), CDMA2000, CDMA2000 1×, CDMA2000 EV-DO, Interim Standard 2000 (IS-2000), Interim Standard 95 (IS-95), Interim Standard 856 (IS-856), Global System for Mobile communications (GSM), Enhanced Data rates for GSM Evolution (EDGE), GSM EDGE (GERAN), and the like.
The base station 114b in
The RAN 104 may be in communication with the core network 106, which may be any type of network configured to provide voice, data, applications, and/or voice over internet protocol (VoIP) services to one or more of the WTRUs 102a, 102b, 102c, 102d. For example, the core network 106 may provide call control, billing services, mobile location-based services, pre-paid calling, Internet connectivity, video distribution, etc., and/or perform high-level security functions, such as user authentication. Although not shown in
The core network 106 may also serve as a gateway for the WTRUs 102a, 102b, 102c, 102d to access the PSTN 108, the Internet 110, and/or other networks 112. The PSTN 108 may include circuit-switched telephone networks that provide plain old telephone service (POTS). The Internet 110 may include a global system of interconnected computer networks and devices that use common communication protocols, such as the transmission control protocol (TCP), user datagram protocol (UDP) and the internet protocol (IP) in the TCP/IP internet protocol suite. The networks 112 may include wired or wireless communications networks owned and/or operated by other service providers. For example, the networks 112 may include another core network connected to one or more RANs, which may employ the same RAT as the RAN 104 or a different RAT.
Some or all of the WTRUs 102a, 102b, 102c, 102d in the communications system 100 may include multi-mode capabilities, i.e., the WTRUs 102a, 102b, 102c, 102d may include multiple transceivers for communicating with different wireless networks over different wireless links. For example, the WTRU 102c shown in
The processor 118 may be a general purpose processor, a special purpose processor, a conventional processor, a digital signal processor (DSP), a plurality of microprocessors, one or more microprocessors in association with a DSP core, a controller, a microcontroller, Application Specific Integrated Circuits (ASICs), Field Programmable Gate Array (FPGAs) circuits, any other type of integrated circuit (IC), a state machine, and the like. The processor 118 may perform signal coding, data processing, power control, input/output processing, and/or any other functionality that enables the WTRU 102 to operate in a wireless environment. The processor 118 may be coupled to the transceiver 120, which may be coupled to the transmit/receive element 122. While
The transmit/receive element 122 may be configured to transmit signals to, or receive signals from, a base station (e.g., the base station 114a) over the air interface 116. For example, in one embodiment, the transmit/receive element 122 may be an antenna configured to transmit and/or receive RF signals. In another embodiment, the transmit/receive element 122 may be an emitter/detector configured to transmit and/or receive IR, UV, or visible light signals, for example. In yet another embodiment, the transmit/receive element 122 may be configured to transmit and receive both RF and light signals. It will be appreciated that the transmit/receive element 122 may be configured to transmit and/or receive any combination of wireless signals.
In addition, although the transmit/receive element 122 is depicted in
The transceiver 120 may be configured to modulate the signals that are to be transmitted by the transmit/receive element 122 and to demodulate the signals that are received by the transmit/receive element 122. As noted above, the WTRU 102 may have multi-mode capabilities. Thus, the transceiver 120 may include multiple transceivers for enabling the WTRU 102 to communicate via multiple RATs, such as UTRA and IEEE 802.11, for example.
The processor 118 of the WTRU 102 may be coupled to, and may receive user input data from, the speaker/microphone 124, the keypad 126, and/or the display/touchpad 128 (e.g., a liquid crystal display (LCD) display unit or organic light-emitting diode (OLED) display unit). The processor 118 may also output user data to the speaker/microphone 124, the keypad 126, and/or the display/touchpad 128. In addition, the processor 118 may access information from, and store data in, any type of suitable memory, such as the non-removable memory 130 and/or the removable memory 132. The non-removable memory 130 may include random-access memory (RAM), read-only memory (ROM), a hard disk, or any other type of memory storage device. The removable memory 132 may include a subscriber identity module (SIM) card, a memory stick, a secure digital (SD) memory card, and the like. In other embodiments, the processor 118 may access information from, and store data in, memory that is not physically located on the WTRU 102, such as on a server or a home computer (not shown).
The processor 118 may receive power from the power source 134, and may be configured to distribute and/or control the power to the other components in the WTRU 102. The power source 134 may be any suitable device for powering the WTRU 102. For example, the power source 134 may include one or more dry cell batteries (e.g., nickel-cadmium (NiCd), nickel-zinc (NiZn), nickel metal hydride (NiMH), lithium-ion (Li-ion), etc.), solar cells, fuel cells, and the like.
The processor 118 may also be coupled to the GPS chipset 136, which may be configured to provide location information (e.g., longitude and latitude) regarding the current location of the WTRU 102. In addition to, or in lieu of, the information from the GPS chipset 136, the WTRU 102 may receive location information over the air interface 116 from a base station (e.g., base stations 114a, 114b) and/or determine its location based on the timing of the signals being received from two or more nearby base stations. It will be appreciated that the WTRU 102 may acquire location information by way of any suitable location-determination method while remaining consistent with an embodiment.
The processor 118 may further be coupled to other peripherals 138, which may include one or more software and/or hardware modules that provide additional features, functionality and/or wired or wireless connectivity. For example, the peripherals 138 may include an accelerometer, an e-compass, a satellite transceiver, a digital camera (for photographs or video), a universal serial bus (USB) port, a vibration device, a television transceiver, a hands free headset, a Bluetooth® module, a frequency modulated (FM) radio unit, a digital music player, a media player, a video game player module, an Internet browser, and the like.
The RAN 104 may include eNode-Bs 140a, 140b, 140c, though it will be appreciated that the RAN 104 may include any number of eNode-Bs while remaining consistent with an embodiment. The eNode-Bs 140a, 140b, 140c may each include one or more transceivers for communicating with the WTRUs 102a, 102b, 102c over the air interface 116. In one embodiment, the eNode-Bs 140a, 140b, 140c may implement MIMO technology. Thus, the eNode-B 140a, for example, may use multiple antennas to transmit wireless signals to, and receive wireless signals from, the WTRU 102a.
Each of the eNode-Bs 140a, 140b, 140c may be associated with a particular cell (not shown) and may be configured to handle radio resource management decisions, handover decisions, scheduling of users in the uplink and/or downlink, and the like. As shown in
The core network 106 shown in
The MME 142 may be connected to each of the eNode-Bs 140a, 140b, 140c in the RAN 104 via an Si interface and may serve as a control node. For example, the MME 142 may be responsible for authenticating users of the WTRUs 102a, 102b, 102c, bearer activation/deactivation, selecting a particular serving gateway during an initial attach of the WTRUs 102a, 102b, 102c, and the like. The MME 142 may also provide a control plane function for switching between the RAN 104 and other RANs (not shown) that employ other radio technologies, such as GSM or W-CDMA.
The serving gateway 144 may be connected to each of the eNode Bs 140a, 140b, 140c in the RAN 104 via the Si interface. The serving gateway 144 may generally route and forward user data packets to/from the WTRUs 102a, 102b, 102c. The serving gateway 144 may also perform other functions, such as anchoring user planes during inter-eNode B handovers, triggering paging when downlink data is available for the WTRUs 102a, 102b, 102c, managing and storing contexts of the WTRUs 102a, 102b, 102c, and the like.
The serving gateway 144 may also be connected to the PDN gateway 146, which may provide the WTRUs 102a, 102b, 102c with access to packet-switched networks, such as the Internet 110, to facilitate communications between the WTRUs 102a, 102b, 102c and IP-enabled devices.
The core network 106 may facilitate communications with other networks. For example, the core network 106 may provide the WTRUs 102a, 102b, 102c with access to circuit-switched networks, such as the PSTN 108, to facilitate communications between the WTRUs 102a, 102b, 102c and traditional land-line communications devices. For example, the core network 106 may include, or may communicate with, an IP gateway (e.g., an IP multimedia subsystem (IMS) server) that serves as an interface between the core network 106 and the PSTN 108. In addition, the core network 106 may provide the WTRUs 102a, 102b, 102c with access to the networks 112, which may include other wired or wireless networks that are owned and/or operated by other service providers.
Other network 112 may further be connected to an IEEE 802.11 based wireless local area network (WLAN) 160. The WLAN 160 may include an access router 165. The access router may contain gateway functionality. The access router 165 may be in communication with a plurality of access points (APs) 170a, 170b. The communication between access router 165 and APs 170a, 170b may be via wired Ethernet (IEEE 802.3 standards), or any type of wireless communication protocol. AP 170a is in wireless communication over an air interface with WTRU 102d.
As shown in
The air interface 116 between the WTRUs 102a, 102b, 102c and the RAN 104 may be defined as an R1 reference point that implements the IEEE 802.16 specification. In addition, each of the WTRUs 102a, 102b, 102c may establish a logical interface (not shown) with the core network 106. The logical interface between the WTRUs 102a, 102b, 102c and the core network 106 may be defined as an R2 reference point, which may be used for authentication, authorization, IP host configuration management, and/or mobility management.
The communication link between each of the base stations 150a, 150b, 150c may be defined as an R8 reference point that includes protocols for facilitating WTRU handovers and the transfer of data between base stations. The communication link between the base stations 150a, 150b, 150c and the ASN gateway 152 may be defined as an R6 reference point. The R6 reference point may include protocols for facilitating mobility management based on mobility events associated with each of the WTRUs 102a, 102b, 102c.
As shown in
The MIP-HA 154 may be responsible for IP address management, and may enable the WTRUs 102a, 102b, 102c to roam between different ASNs and/or different core networks. The MIP-HA 154 may provide the WTRUs 102a, 102b, 102c with access to packet-switched networks, such as the Internet 110, to facilitate communications between the WTRUs 102a, 102b, 102c and IP-enabled devices. The AAA server 156 may be responsible for user authentication and for supporting user services. The gateway 158 may facilitate interworking with other networks. For example, the gateway 158 may provide the WTRUs 102a, 102b, 102c with access to circuit-switched networks, such as the PSTN 108, to facilitate communications between the WTRUs 102a, 102b, 102c and traditional land-line communications devices. In addition, the gateway 158 may provide the WTRUs 102a, 102b, 102c with access to the networks 112, which may include other wired or wireless networks that are owned and/or operated by other service providers.
Although not shown in
In the examples given herewith, transmission by a network to WTRU 102 and reception by a WTRU 102 may be given. However, one of ordinary skill in the art appreciates and understands application of the examples with transmission from WTRU 102 to a network and reception by a network.
In OFDM, the DC carrier may be disabled to address distortion at zero frequency as a result of using direct conversion transceivers or transmitters. In addition, edge subcarriers in OFDM may be nulled to provide guard bands or mitigate adjacent channel interference (ACI) and transmit windowing may be used to smooth symbol transitions. However, extension of the effective symbol duration due to a slower transition may reduce spectral efficiency.
Moreover, time-asymmetric pulse shaping approaches may utilize a part of the cyclic prefix (CP) as a transition to maintain spectral efficiency while reducing out-of-band (OOB) emissions. An N-continuous OFDM signal is an example of a signal that may use shaping. Shaping may be achieved in a signal by filtering the OOB spectrum.
For N-continuos OFDM, small distortions may be added to data or control subcarriers at a transmitter, or as example at transceiver 120, such that consecutive symbols are substantially continuous up to N derivations. However, the created distortion may undesirably need a modified receiver(s) at WTRU 102 or base stations 114a or 114b or channel state information (CSI) to cancel distortion.
In the examples given herewith, N-continuous OFDM transmission at WTRU 102 or base stations 114a or 114b may be configured or altered with a varied degree or degrees of freedom in distortion of data or control subcarriers. An OFDM symbol(s) may include a first part with Nd subcarriers or samples, and a CP part with Gd samples. In addition to using a Nd size alignment or correction vector that corresponds to one alignment or correction component per subcarrier, a larger-size alignment or correction vector, such as Nd+Gd, may be used. In the frequency domain, this may correspond to using more points than the number of subcarriers in a signal for a distortion component.
Moreover, the alignment or correction component may be configured or generated, such as by WTRU 102 or base stations 114a or 114b, such that after passing through a wired or wireless channel the component may be substantially aligned to the CP duration or portion at a receiver (e.g., transceiver 120). This may prevent distortion on data or control carrying subcarriers or symbols while maintaining the benefits of N-continuous OFDM signals. Backwards computability may also be maintained since receiver modification may not be needed. In addition energy, power, or battery life may be saved at a receiver since iterative decoding or demodulation may not be needed to cancel interference.
At a receiver, such as at transceiver 120, the CP portion of a transmitted signal may be discarded or removed, substantially eliminating or reducing inter-symbol interference (ISI). Removal of the CP may provide up to or equal to Gd degrees of freedom at a transmitter or as example at transceiver 120 to align the alignment component into the CP duration or portion without substantially little impact on the data or control information duration. When generating an alignment component with a N-continuity signal, N+1 degrees of freedom may be needed. Other dimensions for an alignment component maybe utilized to reduce peak-to-average power ratio (PAPR) of the transmitted signal. For example, a CP-alignment component may utilize other dimensions to reduce the PAPR.
In the examples given herewith, matrices [columns vectors] are denoted with upper [lower] case boldface letters (e.g., A [a]). Superscripts T and H denote transpose, and conjugate transpose, respectively. In addition,
is the n th derivative operator with respect to t.
A transmitted signal s over time t may be represented to include components
s
i(t)=xi(t)+ai(t). Equation (1)
where xi(t) and ai(t) may be the data and the alignment component for the i th symbol, respectively. The descriptions forthcoming provide examples of when data symbol xi(t) may be an OFDM data symbol. However, the generation, creation, or transmission of data symbol xi(t) similarly or equally apply to other wired or wireless modulation schemes. As an example, data symbol xi(t) may be an FDM, FDMA, or SC-FDMA based symbol.
where Nd and Nw are the number of OFDM subcarriers and the number of frequency bins for the alignment component, and Nd and Nw are corresponding subcarrier index sets, Td is the data duration of OFDM transmitted signal si(t), Tg is the CP duration for OFDM signal si(t), and Tw is the main duration for the alignment component 208. The signal structure is illustrated in
A continuous time representation may be given for continuity at symbol boundaries with the help of an alignment component 208. Discrete time signals in which the signals may be represented may be defined in the frequency domain for both data component di and alignment component wi as shown in graph 202 for N-cont. OFDM. Considering the OFDM formulation in equations (2) and (3), equation (1) may be rewritten in matrix form as
s
i
=x
i
+a
i
=A
d
F
d
H
d
i
+A
w
F
w
H
w
i Equation (5)
where di=└di,−N
where Gd and Gw may be the CP sizes for the data and alignment components, respectively.
As shown in
Transmitted signal si(t) may pass through a multipath fading or noisy channel. The multipath fading channel may be modeled by independent and identically distributed (IID) Rayleigh fading. A channel response between a transmitter and receiver may be represented by the vector h=[h0, . . . , jL-1] where L is the number of channel taps. The received signal for the ith symbol may be represented as:
where HcϵC(N
may correspond to the portion that maps si to the receiving window for the i symbol, and
may denote the mapping from a previously transmitted symbol si-1 to the receiver window of current symbol. Thus, with equation (6) inter-symbol interference (ISI) falling into the CP duration or portion at a receiver component at WTRU 102 or base stations 114a or 114b may be modeled.
A receiver component at WTRU 102 or base stations 114a or 114b may discard a CP portion from a received vector and perform a DFT to convert a signal into the frequency domain by the following operation:
y
i
=F
d
Br
i
=F
d
BH
c
s
i
+F
d
BH
p
s
i-1 Equation (7)
where B=└0N
BH
p=0N
which may correspond to elimination of ISI components from a previous symbol with CP removal. In the frequency domain a received symbol may be represented as
y
i
=F
d
BH
c
s
i. Equation (9)
For generalized N-continuity OFDM transmissions, alignment component ai(t) 216 may have equality of the first N derivatives at a symbol boundary. In addition, as shown in OFDM data symbol 218, for generalized N-continuous OFDM transmissions, the number of subcarriers of alignment component Nw may be different or not equal to the number of data subcarriers Nd. Discrete time signals in which the signals may be represented may be defined in the frequency domain for both data component di and alignment component wi as shown in graph 211 for generalized N-cont. OFDM.
N-continuity at a boundary between an (i−1)th and ith symbols may be represented via differential equations as:
for n=0, . . . , N−1. The set of equations in equation (11) may be due to substitution of equation (1) into equation (10). By substitution of equations (2) and (3) into equation (11), and characterization of derivations may yield equation (12):
In equation (12),
may be a phase offset at the beginning of a symbol for each subcarrier of OFDM data symbol 218 and alignment component 216, respectively. A matrix equivalent form of the system of N+1 linear equations in equation (12) may be represented as:
are diagonal matrices corresponding to the phase terms. In equation (13), matrices KϵR(N+1)×N
The frequency domain alignment component wi may satisfy
LΦ
w
w
i
=b
i Equation (14)
where bi=−KΦddi+Kdi-1+Lwi-1, satisfies the N-continuity between the (i−1) th and i th symbols. Equation (14) may construct the basis for a generalized N-continuous OFDM signal where Nw≥Nd, i.e., the alignment component has more degrees of freedom than a data component.
The underdetermined system in equation (14) may have many or even up to an infinite number of solutions. In one example, for generalized N-continuity OFDM, wi may only need to provide N-continuity. Thus, distortion of alignment component 216 on OFDM data symbol 218 may be minimized via a minimum-norm solution for wi. Minimization may be achieved by the Moore-Penrose pseudoinverse of LΦw, (LΦw)†=ΦwHLH(LLH)−1. The minimum norm solution for alignment component 216 in the frequency domain may be represented as
w
i=ΦwHLH(LLH)−1bi. Equation (15)
In an N-continuous OFDM configuration where Nw=Nd, each data subcarrier may have one correction or alignment component since data and alignment components may have substantially similar symbol and CP durations. When Nw=Nd, distortion may be created on data subcarriers even with a minimum norm solution.
Substitution of equation (5) into equation (9) yields the frequency domain received signal as
y
i
=F
d
BH
c
A
d
F
d
H
d
i
+F
d
BH
c
A
w
F
w
H
w
i Equation (16)
where the first term may be the desired data symbol vector, such as received data symbol 316, and the second term is the alignment portion 314 that falls into the FFT window for the i th symbol. In order to cancel alignment portion 314 of receive side 312, it may be necessary to satisfy
F
d
BH
c
A
w
F
w
H
w
i=0. Equation (17)
To satisfy equation (17), component wi may need to be selected from the nullspace of FdBHcAwFwHϵCN
From the rank-nullity theorem
dim(null(FdBHcAwFwH))=Nw−rank(FdBHcAwFwH)=Nw−Nd. Equation (18)
Equation (18) may select a smaller CP size for alignment portion 314, i.e., Nw>Nd, and a non-injective system may be obtained in equation (17).
The solution space for equation (17) may be realized by:
w
i
=Pt
i Equation (19)
where PϵCN
range(P)=null(FdBHcAwFwH), Equation (20)
and may be computed by singular value decomposition (SVD) as
F
d
BH
c
A
w
F
w
H
=UΣV
H Equation (21)
where UϵCN
P=└v
N
, . . . ,v
N
−1┘ Equation (22)
With waveform alignment and nullspace preconditioning for the additional or distortion component, substituting equation (19) into the main equation in equation (14) may yield
LΦ
w
Pt
i
=b
i Equation (23)
which may need to be satisfied in order for alignment component 304 to provide N-continuity and fall within CP portion at a receiver component at WTRU 102 or base stations 114a or 114b, substantially simultaneously, simultaneously, substantially concurrently, concurrently, or the like. A least squares solution for equation (23) may be selected similar to the previous case. Even though the effect on OFDM reception may be substantially canceled with waveform alignment, minimizing the norm of additional or distortion components may be desirable for energy management, power budgeting, or the like. A minimum-norm solution for ti may be found by using the pseudoinverse of LΦwP as
t
i
mn=(LΦwP)†bi Equation (24)
which may be substituted into equation (19) to yield the frequency domain alignment component as
w
i
=PP
HΦwHLH(LΦwPPHΦwHLH)−1bi Equation (25)
Utilizing the additional or distortion component for PAPR reduction may also be desirable. In the examples given for equations (14) and (23), the systems of linear equations may be underdetermined. Thus, there are many solutions and minimum length solutions to select in equations (15) and (25), respectively. Because any vector may be selected or utilized for ti, alignment component 304 may provide various benefits on transmitted signal si(t). For instance, PAPR reduction may be considered for selection of a particular ti rather than timin.
Furthermore, PAPR unit 412 may provide free variable qi to component Q 410 where QϵC(N
Referring again to solution vector ti, an underdetermined system may be represented by a combination of a vector in the row space and a vector in its nullspace (ns). Accordingly, a solution for equation (23) may be written as
where the first component is the minimum norm (mn) solution laying in the row space of LΦwP as given in equation (24) and the second component is selected from the nullspace (ns) of LΦwP.
By considering the decomposition in equation (26), the equation (23) may be rewritten as
LΦ
w
Pt
i
pa
=LΦ
w
Pt
i
mn
+LΦ
w
Pt
i
ns
=b
i Equation (27)
which implies that LΦwPtins=0. Similar to the approach for finding the nullspace component for CP-alignment described herein, e.g. with respect to equations (19)-(22), a nullspace vector that satisfies the N-continuity may be generated inside the nullspace of CP-alignment as
t
i
ns
=Qq, Equation (28)
where QϵC(N
range(Q)=null(LΦwP), Equation (29)
and hence maps any arbitrary vector qiϵC(N
Still referring to
which may make the overall signal N-continuous, the correction or alignment component aligned to the CP duration or portion at a receiver component at WTRU 102 or base stations 114a or 114b, and result in a reducation of PAPR.
As shown in
Similar to alignment components 208 and 216 in
For cognitive radio interference alignment, first and second networks may operate in a same region or area. The first and second networks may be independent or logical entities of the same network. Base station 505 in a first network may serve multiple WTRUs, including primary WTRU 508, by using a multiple access scheme such as OFDMA and redundancy (e.g., CP duration). Base station 505, which may be configured as base stations 114a or 114b, may communicate information 502 that includes CP1 and DATA1.
Secondary WTRUs 5161, 5162, 5201, and 5202 in a second network may utilize substantially the same spectrum as the first network to communicate precoded information 1 (503) or precoded information 2 (504) via communication links 5181 and 5182, respectively. The second network may coexist with the first network and utilize an interference alignment scheme such that interfering signals 5141 and 5142, received as precoded information 1 (522) and precoded information 2 (524), are aligned (512) with the redundant parts of received transmission signal 510 of the first network that includes CP2 and DATA2. In this configuration, a second network may communicate substantially free of co-channel interference while allowing the first network to remain unchanged with interference alignment.
Principles of cognitive interference alignment given herewith may also apply to wireless energy transfer. Base station 528, which may configured as base stations 114a, 114b, may transmit OFDM based information 526 that includes CP3 and DATA3. Alignment or suppressing signal 527 may be generated such that it is aligned with the CP duration or portion 538 of received OFDM information 534 that includes CP4 and DATA4 at a receiver component at WTRU 532. The energy level at CP duration or portion 538 may be boosted such that it yields extra energy that may be extracted by energy harvesting units 536 at WTRU 102 or base stations 114a or 114b. For wireless energy transfer, alignment or suppressing signal 527 may be random, substantially random, or partially random and seen as noise to WTRU 532. To reduce undesirable waveforms properties such as OOB and PAPR for communications between base station 528 and WTRU 532, alignment or suppressing signal 527 may be altered such that OOB or PAPR is reduced.
Still referring to
Suppressing signal 541 may be combined with communication 539, that includes CP5 and DATA5, as explained herewith to be aligned with the CP duration or portion 551 of received communication 550 that includes CP6 and DATA6. In addition, unintended WTRUs, such as unintended receiver or eavesdropper WTRU 548, may see the combined communication as noise 544 or interference information 554 when receiving communication 552 keeping received communication 550 between base station 540 and WTRU 546 secure.
Similar to wireless energy transfer, to reduce undesirable waveforms properties such as OOB and PAPR for communications between base station 540 and WTRU 546, suppressing signal 541 may be altered such that OOB or PAPR is reduced while using existing hardware without substantial modification. To achieve this, waveform 561 may be generated using processing of data or control information 400 as alignment component 560. Alignment component 560 may be combined with information 556 that includes CP7 and DATA7 by base station 562 such that it is aligned with CP duration or portion 570 on reception of information 568. Information 568 includes CP8 and DATA8.
Multi-stream suppressing alignment may be used to mitigate OOB emission or PAPR of an accessing signal for substantially simultaneous communications for many-to-one, one-to-many, and many-to-many stream transmissions. For multi-stream suppressing alignment large degrees-of-freedom may be utilized due to different channels between WTRUs or WTRUs and base stations 114a or 114b. Large degrees of freedom may also provide desirable spectral shapes, peak power statistics, and robustness-to-channel dispersion.
Multi-stream suppressing alignment may utilize different perceptions of transmitters and receivers between WTRUs and WTRUs and base stations 114a or 114b on the redundancies of accessing signals to achieve desired waveform or signal characteristics. For instance, non-utilized portions of transmissions or signals at receivers may be used. While the effect of modification may be aligned with the space that is not utilized by the receivers, the multi-stream suppressing signals may cancel each other on the parts that are utilized by communication devices. This may result in using existing hardware at WTRU 102 or base stations 114a or 114b without substantial modification and providing backward compatibility.
Multi-stream suppressing signal configurations may also utilize different regions or zones to differentiate unintended and intended WTRUs for communications. As explained herewith, zones may be used such that the energy of the suppressing signals in the public region or zone may be limited. This may be desirable for multicasting or broadcasting information.
The channel response for stream 614 may be represented by H(1) and the channel response for stream 616 may be represented by H(2). Stream 614 is received by antenna 618 and subsequently S/P converted by component 622 to produce signal 623. CP removal B component 624 removes the CP from signal 623 to produce signal 625 that is processed by DFT component 626 to produce signal 627. Signal 627 may be equalized by component 628 to produce signal 629. As provided in the forthcoming description, subcarrier selection R1 component 630 selects data for User 1 from signal 629 to produce signal 631 that is P/S converted by component 632 to produce data output d1.
Similarly, for User 2 stream 616 is received by antenna 620 and subsequently S/P converted by component 634 to produce signal 635. CP removal B component 636 removes the CP from signal 635 to produce signal 637 that is processed by DFT component 638 to produce signal 639. Signal 639 may be equalized by component 640 to produce signal 641. As provided in the forthcoming description, subcarrier selection R2 component 642 selects data for User 2 from signal 641 to produce signal 643 that is P/S converted by component 644 to produce data output d2.
Transmitted signal t may be an OFDMA communication. An OFDMA communication may be provided to multiple receivers over a Rayleigh multipath channel. The number of receivers in a single OFDMA symbol and the number of subcarriers may be S and N, respectively. The receivers in a single OFDMA symbol may be indexed and stored in the set S where S=[1, 2, . . . , i, . . . , S]. While non-utilized subcarriers may be disabled, active subcarriers may be modulated by a set of QAM symbols and populated in vector dϵCN×1. To maintain the circular convolution at the receivers, a CP of length G samples, which may be assumed to be larger than the maximum delay spread of the channel, may be appended to the beginning of each OFDMA symbol. The time domain OFDMA signal may then be expressed in vectorized form as
x=AF
H
d, Equation (31)
where F may be the N-point DFT matrix, and AϵRN+G×N may be the CP insertion matrix defined as
To manage OOB emissions and PAPR of transmitted signal t, OOB-PAPR suppression component 610 may generate the time-domain suppressing signal cϵCN+G×1 with a substantially similar length as the OFDMA symbol. The transmitted signal t may be represented as
t=x+c=AF
H
d+c. Equation (33)
where configuring suppressing signal c may be desirable.
The channel impulse response (CIR) between the transmitter and ith receiver may be expressed as the vector h(i)=[hi0, hi1, . . . , hil]. The signal at the ith receiver may be represented as
where n(i)ϵCN+G×1˜CN (0, σ2IN+G) may be an additive white Gaussian noise (AWGN) vector, H(i)ϵCN+G×N+G may be the convolution matrix used to model the interaction between the transmitted signal t and the channel h(i), tp may be the previous OFDM symbol, and Hp(i)ϵCN+G×N+G may be a matrix that characterizes the leakage from the previous symbol due to a multipath channel. Explicitly, H(i) and Hp(i) are represented as
respectively. Assuming synchronization and after S/P conversion by component 622, a receiver component, such as at WTRU 102 or base stations 114a or 114b, may be capable of removing the first G samples and then applying a DFT operation. Using equation (34), the received signal after CP removal and DFT operation, also represented as signal 627, may be represented as
where
BΔ[0N×GIN]. Equation (38)
If CP duration is larger than the maximum delay spread of the channel, there will be little inter-symbol interference (ISI) at a receiver component, such as at WTRU 102 or base stations 114a or 114b. Therefore, the third term of equation (37) may be equal to zero. An ith receiver may extract its own data by selecting the entries of
where R(i)ϵRM
R
(i)
FBH
(i)
c=0∀iϵS. Equation (40)
If equation (40) is satisfied, a received vector {tilde over (d)}(i) in equation (39) becomes similar to legacy OFDMA received data. In addition, an ith receiver may be able to apply equalization component 628 (e.g., single-tap) to recover information symbols. Modulation symbols in the vector {tilde over (d)}(i) may experience substantially small or zero interference from suppressing signal c.
With CSI 612, to minimize the OOB leakage power and PAPR a suppressing signal may be determined by
where FOOB may be a matrix that extracts the spectral components of the signal in the OOB region, and a may be a parameter that limits power consumed by suppressing signal c as a fraction of OFDM signal power. Furthermore, λϵ[0, 1] may be a weighting factor that adjusts an objective function toward OOB leakage or PAPR reduction processes. For example, when λ=0, the objective function turns into an OOB power leakage reduction process. Furthermore, when λ=1, equation (41) may be a PAPR reduction process.
In equation (41), the number of constraints that may allow suppressing signal c to be aligned at the receivers may be substantially or directly proportional to the number of receivers to be supported in at least one OFDMA symbol. Thus, the number of constraints may be substantially high depending on the resource allocation scheme. To reduce the number of constraints, identification of a solution space for suppressing signal c may be desirable. A constraint matrix M may be represented as
The feasible region of equation (41) should satisfy the constraint of Mc′=0. This constraint may result in suppressing signal c existing in the null space of M, i.e., ker(M). Let EϵCN+G×D be a matrix where its columns span ker(M), and D may be the degrees-of-freedom (DoF) available for the design of suppressing signal c, i.e., dim(ker(M)). Since R(E) corresponds to the feasible region, the solution of equation (41) may lie on R(E). Therefore, we may express suppressing signal c as a linear combination of the columns of E (i.e., c=Es where sϵCD×1). To optimize equation (41), the following operation may be needed
The objective function and the constraint in equation (43) may be convex. Convex optimization may be solved numerically by a solver such as CVX and YALMIP as desired.
CSI of intended receivers at the transmitter may be needed to determine a suppressing signal. Otherwise, an unintended receiver may experience interference due to the suppressing signal. However, it may be desirable to have an OFDMA signal that can be utilized by intended WTRUs and WTRUs with or without CSI. Public region and private region zone may be utilized to support this configuration as desired.
A public region or zone may include subcarriers that a public or unintended receiver or WTRU may receive. In the public region or zone, a suppressing signal may be transmitted with the assumption that a receiver or WTRU has no CSI. A private region or zone may have subcarriers that a private (intended) receiver or WTRU may receive data on without interference where CSI may be available at a transmitter.
To reduce interference, the energy of the suppressing signal may be limited in the public region or zone. A suppressing signal that minimizes the OOB and PAPR of the signal while decreasing the energy in the public region or zone may be achieved by optimizing
where Fpublic is a matrix that gives the spectral contents of its domain in the public region or zone. Variables c1, c2, and c3 correspond to weighting factors to generate a suppressing signal that minimizes OOB, PAPR, and interference. The third part of the objective function may allow minimization of the suppressing signal power in the public region or zone. Since a suppressing signal in the public region or zone may generate undesirable OOB leakage power and PAPR of the signal, the objective function in equation (44) may be desirable. Considering the weighting factors in equation (43), the coefficients may be expressed as c1=1−λ−γ, c2=λ, and c3=γ. This choice extends equation (43) to (44) by applying similar weights for the l2-norm and the infinite norm. For example, when γ=0, the objective function turns into a joint OOB power leakage and PAPR reduction problem and equation (43) is equivalent to equation (44).
Data d2 is S/P converted by component 736 to produce signal 737 that is processed by IDFT component 738 to produce signal 739. As explained herewith, CP insertion block A component 740 produces signal 741 based on signal 739. P/S component 742 produces data symbol x2 to be combined with suppressing signal c2 to produce transmitted signal t2 that is transmitted via antenna 714. As explained herewith, CSI information may be utilized by an OOB-PAPR suppression component to produce suppressing signals c2.
Transmitted signals t1 is received by antenna 716 and subsequently S/P converted by component 720 to produce signal 722. CP removal B component 724 removes the CP from signal 722 to produce signal 726 that is processed by DFT component 728 to produce signal 730. Signal 730 may be equalized by component 732 to produce signal 733. Signal 733 is P/S converted by component 734 to produce data output d1.
Transmitted signals t2 is received by antenna 718 and subsequently S/P converted by component 743 to produce signal 744. CP removal B component 745 removes the CP from signal 744 to produce signal 746 that is processed by DFT component 747 to produce signal 748. Signal 748 may be equalized by component 749 to produce signal 750. Signal 750 is P/S converted by component 751 to produce data output d2.
In the case for an OFDMA transmission for
x
k
=AF
H
d
k, Equation (45)
where dkϵCN×1 is the data vector that includes symbols to be transmitted from kth transmit antenna. Similar to the generation of the signal given in equation (33) for single antenna transmissions, the suppressing signal may be generated for each transmit antenna and added to an OFDMA symbol as
t
k
=x
k
+c
k
=AF
H
d
k
+C
k. Equation (46)
With synchronization between the transmitter and the ith receiver, the received signal, after CP removal B component 724 and DFT operation by DFT component 728, may be represented as
where Hmk(i)ϵCN+G×N+G is the convolution matrix due the multipath channel between the kth transmit antenna and the mth receive antenna and
Low or substantially zero interference caused by a suppressing signal at the receiver side may need the following condition for the mth receive antenna of the ith receiver:
Σk=1KR(i)FBHmk(i)ck=0∀i|ϵS, Equation (49)
which generalizes the condition given in equation (10) from single antenna to multiple antennas.
R(i) in equation (49) may become an identity matrix as all subcarriers belong to a single WTRU. Since the multiplication of a full rank matrix with a vector yields zero if and only if the vector is the zero vector, R(i) and F may be removed from the condition given in equation (49). The reduced condition for the mth receive antenna is represented as
Σk=1KBHmk(i)ck=0∀iϵS. Equation (50)
Similar to the single antenna embodiment, the condition given in equation (50) may provide low or substantially zero interference due to the suppressing signal. For single antenna communications, while the suppressing signal may not interfere with the data part of the OFDM symbol after it passes through the multipath channel, suppressing signals c1 or c2 transmitted from antennas 712 or 714 may cause interference to data d1 or d2 individually. However, the superposition of suppressing signals c1 or c2 at the receiver side may cancel each other on data d1 and d2. When suppressing signals c1 or c2 meet the condition given in equation (50), low or substantially zero interference is experienced when processing transmitted signals t1 or t2.
Data d1 is S/P converted by component 802 to produce signal 803 that is processed by IDFT component 804 to produce signal 805. As explained herewith, CP insertion block A component 806 produces signal 807 based on signal 805. P/S component 808 produces data symbol x1 to be combined with suppressing signal c1 to produce transmitted signal t1 that is transmitted via antenna 812. As explained herewith, CSI information may be utilized by an OOB-PAPR suppression component to produce suppressing signals c1.
Data d2 is S/P converted by component 828 to produce signal 829 that is processed by IDFT component 830 to produce signal 831. As explained herewith, CP insertion block A component 832 produces signal 833 based on signal 831. P/S component 834 produces data symbol x2 to be combined with suppressing signal c2 to produce transmitted signal t2 that is transmitted via antenna 814. As explained herewith, CSI information may be utilized by an OOB-PAPR suppression component to produce suppressing signals c2.
A non-interfered part may be identified via the R(i) matrix and change depending on a WTRU. Suppressing signals which may substantially minimize or reduce the OOB leakage power or PAPR in multi transmit antenna configurations may be represented by
where FOOBblock=IK⊗FOOB is the block diagonal matrix that extracts the spectral components of transmitted signals in the OOB region, x=vec ([x1 x2 . . . xK]) is the concatenated signal vector, and c=vec ([c1 c2 . . . cK]) is the solution vector. Similar to the expression given in equation (41), the parameter a limits the amount of power consumed by the suppressing signals as a fraction of the instantaneous total signal power and λϵ[0, 1] adjusts the objective function toward the OOB leakage or PAPR reduction.
In order to reduce the number of constraints in equation (51), a solution space for c′ may be found by constructing the constraint matrix as
where Mc′=0. Each row of M may characterize the constraint for the mth receive antenna of the ith WTRU. Hence, the optimization problem given in equation (51) may be updated as
where EϵCK(N+G)×D is a matrix where its columns span the null space of M given in equation (52).
In a MIMO configuration with K and M antennas at the transmitter and receiver, respectively, a non-zero null space may be reached with the following condition
K(N+G)−MN>0, Equation (54)
being satisfied. In equation (54), the difference operation corresponds to the dimension of the null space or degrees-of-freedom. In addition, full MIMO multiplexing may need K≤M. Therefore, for a given number of transmit data and CP sizes, the difference between the number of transmitter and receiver antennas should satisfy
As the constraint matrix is defined in equation (52), to obtain a suppressing signal while decreasing energy in the public region or zone the following may be needed
where Fpublicblock=Fpublic is the block diagonal matrix for spectral content in the public region or zone for transmitted signals. Similar to equation (44), c1, c2, and c3 correspond to the weighting factors as c1=1−λ−γ, c2=λ, and c3=γ, which extends equation (53) to (56).
The Welch's averaged periodogram method is utilized to estimate the power spectrum. The PAPR reduction performance may be evaluated using the complementary cumulative distribution function (CCDF). In certain simulations, the power of the suppressing signal may be constrained to be a fraction of the power of the OFDMA symbol (i.e., ∥c∥22≤∝∥x∥22).
The results in
Although features and elements are described above in particular combinations, one of ordinary skill in the art will appreciate that each feature or element may be used alone or in any combination with the other features and elements. In addition, the methods described herein may be implemented in a computer program, software, or firmware incorporated in a computer-readable medium for execution by a computer or processor. Examples of computer-readable media include electronic signals (transmitted over wired or wireless connections) and computer-readable storage media. Examples of computer-readable storage media include, but are not limited to, a read only memory (ROM), a random access memory (RAM), a register, cache memory, semiconductor memory devices, magnetic media such as internal hard disks and removable disks, magneto-optical media, and optical media such as CD-ROM disks, and digital versatile disks (DVDs). A processor in association with software may be used to implement a radio frequency transceiver for use in a WTRU, UE, terminal, base station, RNC, or any host computer.
This application claims the benefit of U.S. Provisional Application Ser. No. 62/159,012 filed May 8, 2015 and U.S. Provisional Application Ser. No. 62/167,207 filed May 27, 2015, the contents of which are hereby incorporated by reference herein.
Filing Document | Filing Date | Country | Kind |
---|---|---|---|
PCT/US2016/031246 | 5/6/2016 | WO | 00 |
Number | Date | Country | |
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62159012 | May 2015 | US | |
62167207 | May 2015 | US |