This application is a National Stage of International Application No. PCT/CN2012/076585 filed Jun. 7, 2012, the contents of all of which are incorporated herein by reference in their entirety.
Embodiments of the present invention generally relate to communication systems, and more particularly to a method, an apparatus, a base station, and a computer program for interference control for wireless communication systems.
This section introduces aspects that may help facilitate a better understanding of the invention(s). Accordingly, the statements of this section are to be read in this light and are not to be understood as admissions about what is in the prior art or what is not in the prior art.
The abbreviations and terms appearing in the description and drawings are defined as below.
The device-to-device (D2D) communication strategy has attracted considerable attention as an underlay to current cellular networks. It enables user equipments (UE) to communicate with nearby user terminals directly over a D2D link without the help of cellular base stations (BS). The D2D strategy is particularly beneficial to serve the demand for high rate local data transmission and also capable of enhancing cell throughput and increasing spectral efficiency by reusing cellular resources.
Since the D2D link reuses the cellular frequency resource, the inter-channel interference (ICI) between the cellular and D2D links exists and sometimes the ICI can severely deteriorate the entire system performance. In order to mitigate the negative effect of ICI, a direct and intuitive way is to use orthogonal resource allocation, e.g., resource blocks (RB) assignment in LTE, for the cellular and the D2D links. It has been reported that the best performance by orthogonal resource allocation is achieved when transmit powers of both D2D transmitter and the cellular BS are maximized as they do not interfere with each other.
The orthogonal resource allocation schemes, however, do not fully achieve the frequency reuse gain, and hence lowers the spectrum efficiency. For performance enhancement, non-orthogonal frequency reuse strategies are recently investigated. For this case, a critical issue is to properly coordinate existing interference to guarantee both reliable macro cellular and D2D communications as they simultaneously reuse the same frequency and time resources.
To alleviate the cellular interference to the D2D links, interference cancellation (IC) precoding at the base station may be a good candidate. In “Interference-avoiding MIMO schemes for device-to-device radio underlaying cellular networks,” P. Janis, V. Koivunen, C. B. Ribeiro, K. Doppler, and K. Hugl, IEEE 20th International Symp. On Personal, Indoor and Mobile radio Commun. (PIMRC), December 2009, pp. 2385-2389, a novel interference cancellation (IC) precoder scheme for cellular DL transmission in the presence of D2D links is proposed. However, the IC scheme comes at the cost of reducing cellular users' signal power and hence decreases their achievable rates. In addition, the proposed IC scheme ignores the influences of path loss effects and limited feedback.
In contrast, eigen-beamforming (BF) scheme at the base station is capable of increasing cellular users' signal strength while causing more severe interference to D2D receivers at the same time.
To better address one or more of the above concerns, an adaptive transmission scheme to switch between IC/BF at the base station needs to be proposed to maximize a total system throughput in a wireless communication system where downlink interference occurs, especially in a system containing both cellular and D2D communications.
In a first aspect of the invention, a method for a base station BS in a wireless communication system is provided. The method comprises: obtaining a system setting of the wireless communication system; selecting a transmission mode based at least in part on the system setting, wherein the transmission mode is one of an Interference Cancellation IC transmission mode and a Beamforming BF transmission mode; and configuring the selected transmission mode.
In the wireless communication system, the BS communicates with a cellular user equipment UE via a cellular link and a Device-to-Device D2D transmitting UE communicates with a D2D receiving UE via a D2D link.
In some embodiments, the system setting may comprise at least one or more of: transmit power at the BS and transmit power at the D2D transmitting UE; number of antennas at the BS; and path loss information of the D2D receiving UE and the cellular UE.
In some embodiments, obtaining the system setting further comprises: informing the cellular UE and the D2D receiving UE of reference signal information of the D2D transmitting UE; and receiving the path loss information fed back from the cellular UE and the D2D receiving UE.
In one embodiment, the system setting further comprises a feedback size of channel state information.
In some embodiments, selecting the transmission mode further comprises: selecting the transmission mode which maximizes achievable channel capacity based on the system setting.
In one embodiment, configuring the selected transmission mode comprises: broadcasting pilot symbols, receiving downlink channel state information feedback; and performing precoding for the selected transmission mode based on the downlink channel state information feedback.
In another embodiment, configuring the selected transmission mode comprises: estimating uplink channel state information; deriving downlink channel state information from the uplink channel state information; and performing precoding for the selected transmission mode based on the downlink channel state information.
In some embodiments, selecting the transmission mode further comprises: obtaining downlink channel state information; calculating achievable channel capacity for both the IC transmission mode and the BF transmission mode based at least in part on the downlink channel state information and the system setting; and selecting the transmission mode which maximizes the achievable rate.
In some embodiments, obtaining downlink channel state information further comprises: estimating uplink channel state information; and deriving the downlink channel state information from the uplink channel state information.
In some embodiments, configuring the selected transmission mode comprises: performing precoding for the selected transmission mode based on the downlink channel state information.
In a second aspect of the invention, an apparatus is provided to implement various embodiments of the method of the first aspect of the invention. The apparatus for a base station BS in a wireless communication system, may comprise: an obtaining unit, configured to obtain a system setting of the wireless communication system; a selecting unit, configured to select a transmission mode based at least in part on the system setting, wherein the transmission mode is one of an Interference Cancellation IC transmission mode and a Beamforming BF transmission mode; and a configuring unit, configured to configure the selected transmission mode.
In a third aspect of the invention, an apparatus for a base station BS in a wireless communication system is provided, which comprises means for implementing each step of the method of the first aspect of the invention.
In a fourth aspect of the invention, an apparatus for a base station BS in a wireless communication system is provided, which comprises at least one processor and at least one memory including computer program code. The memory and the computer program code are configured to cause the processor to perform embodiments of the method of the first aspect of the invention.
In a fifth aspect of the invention, a computer program product is provided, which, comprises at least one computer readable storage medium having a computer readable program code portion stored thereon. The computer readable program code portion comprises program code instructions for perform embodiments of the method of the first aspect of the invention.
Particular embodiments of the subject matter described in this specification can be implemented so as to realize one or more of the following advantages.
With particular embodiments of the techniques described in this specification, the total system throughput may be maximized by dynamically switching the transmission mode between IC and BF at the base station. Operating regions of IC/BF are presented under different system settings, and based on this, the optimal one of IC and BF precoding strategies is employed to maximize the system throughput. Further, the proposed switching scheme may be applied to various communication networks where downlink interference may occur, including but not limited to, cellular system (e.g., FDD system or TDD system) with or without D2D communications.
Other features and advantages of the embodiments of the present invention will also be understood from the following description of specific embodiments when read in conjunction with the accompanying drawings, which illustrate, by way of example, the principles of embodiments of the present invention.
The above and other aspects, features, and benefits of various embodiments of the invention will become more fully apparent, by way of example, from the following detailed description and the accompanying drawings, in which:
Like reference numbers and designations in the various drawings indicate like elements.
Hereinafter, the principle and spirit of the present invention will be described with reference to the illustrative embodiments. It should be understood, all these embodiments are given merely for the skilled in the art to better understand and further practice the present invention, but not for limiting the scope of the present invention. For example, features illustrated or described as part of one embodiment may be used with another embodiment to yield still a further embodiment. In the interest of clarity, not all features of an actual implementation are described in this specification. It will of course be appreciated that in the development of any such actual embodiment, numerous implementation-specific decisions should be made to achieve the developers' specific goals, such as compliance with system-related and business-related constraints, which will vary from one implementation to another. Moreover, it will be appreciated that such a development effort might be complex and time-consuming, but would nevertheless be a routine undertaking for those of ordinary skill in the art having the benefit of this disclosure.
The disclosed subject matter will now be described with reference to the attached figures. Various structures, systems and devices are schematically depicted in the drawings for purposes of explanation only and so as to not obscure the description with details that are well known to those skilled in the art. Nevertheless, the attached drawings are included to describe and explain illustrative examples of the disclosed subject matter. The words and phrases used herein should be understood and interpreted to have a meaning consistent with the understanding of those words and phrases by those skilled in the relevant art. No special definition of a term or phrase, i.e., a definition that is different from the ordinary and customary meaning as understood by those skilled in the art, is intended to be implied by consistent usage of the term or phrase herein. To the extent that a term or phrase is intended to have a special meaning, i.e., a meaning other than that understood by skilled artisans, such a special definition will be expressly set forth in the specification in a definitional manner that directly and unequivocally provides the special definition for the term or phrase.
Wireless communication systems include a network of devices for providing wireless connectivity to wireless-enabled devices including mobile units, smart phones, tablet devices, laptops, desktops, and other types of user equipment. The network access devices include base stations, base station routers, access points, e-node-Bs (eNBs), and the like. The entities within the wireless communication system generally conform to standards and/or protocols that facilitate communication over the air interface. For example, wireless communication systems are currently being developed that operate according to the Long Term Evolution (LTE) standards and/or protocols defined by the Third Generation Partnership Project (3GPP, 3GPP2). The LTE-Advanced standard supports both frequency division duplexing (FDD) and time division duplexing (TDD).
As mentioned above, an adaptive transmission scheme to switch between IC/BF at the base station needs to be proposed to maximize a total system throughput in a wireless communication system where downlink interference may occur.
For determining the proper transmission mode, closed-form expressions for both IC and BF transmission modes (i.e., precoding strategies) may be derived, which provide insights into the influences of various system settings on the throughput performance of the system.
To perform either IC or BF precoding, downlink channel knowledge is required at the base station. Full channel state information at the transmitter (CSIT), i.e., perfect CSIT, can enable the cellular BS to make the best decision on the resource sharing mode. Such condition may be satisfied in TDD systems due to channel reciprocity. However, in FDD systems, limited feedback with channel state information (CSI) quantization will be a common solution.
Thus, closed-form expressions for both IC and BF precoding strategies under perfect and quantized CSI feedback are derived. According to those expressions, operating regions of IC and BF may be presented under different system settings, and thus switching of transmission mode may be implemented to maximize system throughput based on it.
Hereinafter, details of various embodiments of the invention will be described with reference to the accompanying drawings.
As illustrated in
During the downlink phase, the BS 110 transmits a symbol to the UE0120 e.g. via the cellular link 130, and meanwhile the UE2122 sends a symbol to the UE1121 e.g. via the D2D link 140. The macro link 130 from BS 110 to UE0120 and the D2D link 140 from UE2122 to UE1121 share the same cellular resources under a centralized control by the macro BS 110. Thus, the downlink signal from the BS 110 would interfere with the reception of the D2D signal at the UE1121, as indicated by the signal channel 150. Meanwhile, the D2D signal from the UE2122 would interfere with the reception of the cellular downlink signal at the UE0120, as indicated by the signal channel 160.
Following, based on the above depicted exemplary scenario, closed-form throughput expressions for both IC and BF strategies under perfect CSIT and quantized channel knowledge conditions will be derived. The transmit power is constrained by PB and P2 for the cellular BS 110 and the D2D transmitting UE2122, respectively. Note that, Lowercase boldface letters represent vectors and E[•] is the expectation operator. |•| returns the absolute value of a scalar and ∥•∥ gives the norm of a vector. C denotes the complex spaces and Pr(•) gives the probability of an event.
By assuming normalized symbols s0 and s2, i.e., E└∥s∥2┘=1, intended for UE0120 and UE2122, respectively, the received symbol at the cellular user UE0120 is:
y0=√{square root over (αB0PB)}hB0Hws0+√{square root over (α20P2)}h20s2+n0 (1)
where hB0εCM×1 and h20εC1×1 represent the macro link BS-UE0130 and the UE2-UE0 interference link 160 respectively with their entries modeled as independent and identically distributed (i.i.d.) zero mean and unit variance complex Gaussian variables. Note that w is the precoding vector at the BS 110 while no precoding operation is required at the UE2122 side since the D2D transmitting UE2122 has only a single antenna. Path loss effects are characterized by defining αij(D0/Dij)η, where D0 is the reference distance and Dij is the length of the characterized link. Note that the subscripts are selected from the set {B, 0, 1, 2} where B represents the BS 110 and other integers denote the corresponding UE terminals 120-122. The parameter η can be determined through practical measurement and a typical value of η is 4. n0 models the normalized additive Gaussian noise with zero mean experienced at UE0120, i.e., n0˜CN(0,1). At the same transmission time duration, the received symbol at the D2D user UE1121 is:
y1=√{square root over (α21P2)}h21s2+√{square root over (αB1PB)}hB1Hws0+n1 (2)
where all parameters and variables share similar definitions as in (1).
According to (1) and (2), the received signal-to-noise-plus-interference ratio (SINR) at UE0120 and UE1121 are given by:
respectively. Hence, the achievable channel capacity of the entire system may be expressed by:
=E[log2(1+γ0)]+E[log2(1+γ1)] (5)
Then, the sum capacity will be characterized by deriving closed-form expressions with w chosen by IC and BF precoding strategies under different CSIT cases, where w is precoding vector.
In the derivation, the following two Lemmas will be used.
Lemma 1: for two random variables x˜x2L2, y˜x22, and positive constants a and b, we have
Lemma 2: for a random variable x˜x22 and positive constant δ, we have
Where
is the exponential integral function of the first order.
First, we assume that perfect CSIT is available at the BS 110 for calculating w according to BF or IC.
A. Beamforming (BF) Case Under Perfect CSI
When leveraging BF strategy, the BS 110 aims at serving its cellular user UE0120 without doing interference cancellation for the D2D receiving UE1121. Then, according to the BF criterion via receiving power maximization, the precoding vector w should align with the same direction as the channel itself. It gives
w=hB0/∥hB0∥ (8)
Then, the throughput of BF strategy with perfect CSIT can be directly obtained as follows
Where R1(•,•,•) follows from (6) given in Lemma 1.
B. Interference Cancellation (IC) Case Under Perfect CSI
When the IC strategy is exploited, the transmit weight vector w is chosen by nulling the interference to the D2D receiving UE1121 while maximizing the term|hB0Hw| with w chosen in the direction of the projection of hB0 on the null space of hB1. Based on this, the system throughput of the IC strategy with perfect CSIT may be derived as:
Where R1(•,•,•) and R2(•) follow from (6) and (7), respectively.
As shown in
Then, we consider the scenario where the BS 110 gets downlink channel knowledge through limited feedback (LF) from both cellular user UE0120 and D2D user UE1121.
C. Beamforming (BF) Case Under Quantized CSI
Here with only quantized CSI at BS, we assume the BS takes its quantized CSI feedback ĥB0 as the beamforming vector w. The normalized version ĥB0 of the channel hB0 can be decomposed as:
{tilde over (h)}B0=√{square root over (1−Z)}ĥB0+√{square root over (Z)}s (11)
Where s is an isotropic vector in the null space of ĥB0. The random variable Z represents the quantization error and follows
where M is the number of transmit antenna and B is the feedback size.
Then, the system throughput of BF strategy with limited feedback may be derived as:
Where R1(•,•,•) follows from (6).
D. Interference Cancellation (IC) Case Under Quantized CSI
When performing IC strategy under quantized CSI feedback, the precoding vector w is chosen in the direction of the projection vector of quantized macro link CSI ĥB0 on the null space of the quantized D2D link CSI ĥB1. Different from the perfect CSIT case, it is hard to obtain the exact distribution for the SINR at UE0120. Therefore, in order to make the problem tractable, we resort to some approximation which will be shown useful and accurate by numerical results.
Then, the system throughput of IC strategy with limited feedback can be derived as:
Where R1(•,•,•) is defined in Lemma 1,
ε shares the similar definitions as in BF case under limited feedback CSI.
As shown in
It can be observed from
This observation motivates the inventors to adaptively switch between BF and IC strategies to maximize entire system throughput. Assuming the strategy set S={BF, IC}, the BF/IC switching scheme may be designed according to:
where Rs follows from (12) and (13) for BF and IC strategies under quantized CSI scenarios, respectively. Note that for the perfect CSIT case, the switching criterion value Rs comes from (9) and (10) for BF and IC, respectively.
As indicated in the throughput expressions, the superiority of BF for IC strategies varies depending on the system setting which comprises the system transmit power, number of antennas at the BS, the distance relations between the cellular BS and D2D users, in other words, the path loss, and the optional feedback size.
The operating regions in
Thus, according to the operating region of both BF and IC strategies under certain system settings, an adaptive transmission strategy to switch between BF and IC precoding is proposed to achieve maximum system throughput.
In the following description, the proposed switching mechanism will be detailed with respect to exemplary embodiments illustrated in the drawings. The exemplary embodiments will be discussed in the context of a wireless communication system containing both cellular communication and D2D communications, for example, the scenario as illustrated in
As shown in
As discussed with respect to the derivation of those expressions, the system setting may comprise transmit power at the BS 110 and transmit power at the D2D transmitting UE2122; number of antennas at the BS 110; and path loss information of the D2D receiving UE1121 and the cellular UE0120. Optionally, the system setting may further comprise the feedback size of CSI.
Normally, the transmit power at the BS 110 and at the D2D transmitting UE2122 and the number of antennas at the BS 110 may be fixed or known beforehand. To obtain the path loss information of the D2D receiving UE1121 and the cellular UE0120, the following steps may be performed.
After the cellular link 130 and the D2D link are setup, both the cellular UE0120 and the D2D receiving UE1121 estimate their experienced path loss, and then feed this information back to the BS. For the path loss information of UE2-UE1 and UE2-UE0 links, the BS 110 informs the cellular UE0120 and the D2D receiving UE1121 of reference signal (RS) information of the D2D transmitting UE2122. Then, the path loss of UE2-UE1 and UE2-UE0 links can be estimated at UE0120 and UE1121, respectively. This information is then fed back to the BS 110 by UE0120 and UE1121.
Then, at the step S503, a transmission mode is selected based at least in part on the system setting, wherein the transmission mode is one of an Interference Cancellation IC transmission mode and a Beamforming BF transmission mode. The selecting of the transmission mode aims at maximizing achievable channel capacity based on the obtained system setting.
In some embodiments, the selecting may be performed according to the operating regions e.g. as illustrated in
Then, at the step S504, the selected transmission mode will be configured. In particular, the precoding vector w for the selected transmission mode will be calculated based on the downlink channel state information.
Finally, at the step S505, both the cellular BS 110 and the D2D transmitting UE2122 may send data streams to their receivers with the configured transmission mode. Note that, the D2D transmitting UE2122 requires no precoding as it is equipped with only a single antenna.
Depending on different system configuration, for example TDD or FDD system, the selecting and configuring steps may vary. In the following, detailed description will be given with respect to different system configurations.
As shown in
Then, at the step S603, a transmission mode is selected based at least in part on the system setting, wherein the transmission mode is one of an IC transmission mode and a BF transmission mode. The selecting of the transmission mode aims at maximizing achievable channel capacity based on the obtained system setting.
Specifically, as discussed above, the selecting may be performed according to the operating regions e.g. as illustrated in
The curves 410 and 420 may be plotted based on the derived expressions (12) and (13) for the system throughput under different system settings, which gives closed-form throughput expressions for both BF and IC strategies under quantized CSI, respectively.
After selecting the transmission mode, the selected transmission mode will be configured. Specifically, the precoding vector w will be determined based on the downlink CSI.
As mentioned above, in the FDD system, the downlink CSI is obtained through limited feedback. In the embodiment as illustrated in
Then, at the step S607, the cellular BS 110 performs corresponding precoding based on the instantaneous CSI feedback from the step S606. The precoding method may be performed based on various existing techniques, and thus the description thereof is omitted here.
Finally, at the step S608, both the cellular BS 110 and the D2D transmitting UE2122 may send data streams to their receivers. Also note that, the D2D transmitting UE2122 requires no precoding as it is equipped with only a single antenna.
As shown in
Then, at the step S703, a transmission mode is selected based at least in part on the system setting, wherein the transmission mode is one of an IC transmission mode and a BF transmission mode. The selecting of the transmission mode aims at maximizing achievable channel capacity based on the obtained system setting.
Specifically, as discussed above, the selecting may be performed according to the operating regions. In this embodiment, the operating regions may be obtained based on the derived expressions (9) and (10) for the system throughput under different system settings, which gives closed-form throughput expressions for both BF and IC strategies under perfect CSI, respectively.
Also, after selecting the transmission mode, the selected transmission mode will be configured. Specifically, the precoding vector w will be determined based on the downlink CSI.
As mentioned above, in the TDD system, the downlink CSI is obtained through uplink CSI. In the embodiment as illustrated in
Then, at the step S706, the cellular BS 110 performs corresponding precoding based on the derived DL CSI at the step S705.
Finally, at the step S707, both the cellular BS 110 and the D2D transmitting UE2122 may send data streams to their receivers. Also note that, the D2D transmitting UE2122 requires no precoding as it is equipped with only a single antenna.
In the above two embodiments, the switching of BF and IC precoding strategies is performed at each block. In a third embodiment, the switching of BF and IC may be performed at each transmission, i.e., the selecting of BF and IC may be based on the instantaneous channel conditions.
As shown in
Then, the instantaneous downlink CSI may be obtained for selecting the transmission mode. Specifically, at the step S803, the BS 110 may estimate uplink channel state information of both BS-UE0 and BS-UE1 links at the beginning of each transmission. Meanwhile, the D2D transmitting UE2122 can estimate the UL CSI of both UE2-UE1 and UE2-UE0 links and this may also be used to derive the DL CSI.
Then, at the step S804, the BS 110 may derive DL CSI from the UL CSI due to channel reciprocity in the TDD system. At the same time, the D2D transmitting UE2122 perfectly feeds the DL CSI of UE2-UE0 and UE2-UE1 links to the BS 110, which will be used in the precoding strategy switching in the following step S805.
Having obtained the instantaneous DL CSI, at the step S805, the BS 110 may calculate on site the achievable channel capacity for both the BF and IC strategies based at least in part on the DL CSI and the system setting as obtained at the step S802.
The calculation may be based on the equation (5) as discussed above.
For BF case, the precoding vector w may be calculated according to the equation (8). For IC case, the precoding vector w may be calculated as below:
w=w0/∥w0∥
w0=(I−hB1(hB1HhB1)−1hB1H)hB0
Then, at the step S806, the BS 110 compares and selects the optimal transmission mode which maximizes the achievable channel capacity as the precoding strategy to be used in this transmission.
Also, after selecting the transmission mode, at the step S807, the selected transmission mode will be configured. Specifically, the cellular BS 110 will use the precoding vector w as calculated at the step S805 to perform corresponding precoding for the selected transmission mode.
Finally, at the step S808, both the cellular BS 110 and the D2D transmitting UE2122 may send data streams to their receivers. Also note that, the D2D transmitting UE2122 requires no precoding as it is equipped with only a single antenna.
As shown in
As shown in
The obtaining unit 1001 may be configured to obtain a system setting of the wireless communication system. The system setting may comprise transmit power at the BS 110 and transmit power at the D2D transmitting UE2122; number of antennas at the BS 110; and path loss information of the D2D receiving UE1121 and the cellular UE0120. Optionally, the system setting may further comprise the feedback size of CSI.
To obtain the path loss information of the D2D receiving UE1121 and the cellular UE0120, the obtaining unit 1001 may be configured to inform the cellular UE0120 and the D2D receiving UE1121 of reference signal information of the D2D transmitting UE2122; and receive the path loss information fed back from the cellular UE0120 and the D2D receiving UE1121.
The selecting unit 1002 may be configured to select a transmission mode based at least in part on the system setting, wherein the transmission mode is one of an IC transmission mode and a BF transmission mode. The selecting of the transmission mode aims at maximizing achievable channel capacity based on the obtained system setting by the obtaining unit 1001.
The configuring unit 1003 may be configured to configure the selected transmission mode. In particular, the precoding vector w for the selected transmission mode will be calculated based on the downlink channel state information.
Depending on different system configuration, for example TDD or FDD system, the obtaining unit 1001, the selecting unit 1002 and the configuring unit 1003 may be configured to implement different embodiments.
In a first embodiment where e.g., a FDD system is employed, the obtaining unit 1001 may be configured to further obtain the feedback size B of DL CSI. The selecting unit 1002 may be configured to select the transmission mode which maximizes achievable channel capacity based on the system setting. The achievable channel capacity may be calculated according to equations (12) and (13) for BF and IC strategies under quantized CSI, respectively.
Then, the configuring unit 1003 may be configured to broadcast pilot symbols, receive downlink channel state information feedback; and perform precoding for the selected transmission mode based on the downlink channel state information feedback.
In turn, the BS 110 and the D2D transmitting UE2122 may send data streams to their receivers.
In a second embodiment where e.g., a TDD system is employed, the obtaining unit 1001 may be configured to obtain the system setting, such as transmit power at the BS 110 and transmit power at the D2D transmitting UE2122, number of antennas at the BS 110, and path loss information of the D2D receiving UE1121 and the cellular UE0120.
The selecting unit 1002 may be configured to select the optimal transmission mode according to equations (9) and (10) for BF and IC strategies under perfect CSI, respectively.
Then, the configuring unit 1003 may be configured to estimate uplink channel state information; derive downlink channel state information from the uplink channel state information; and perform precoding for the selected transmission mode based on the downlink channel state information.
In turn, the BS 110 and the D2D transmitting UE2122 may send data streams to their receivers.
In a third embodiment where e.g., a TDD system is employed, the obtaining unit 1001 may be configured to obtain the system setting, such as transmit power at the BS 110 and transmit power at the D2D transmitting UE2122, number of antennas at the BS 110, and path loss information of the D2D receiving UE1121 and the cellular UE0120.
The selecting unit 1002 may be configured to select the optimal transmission mode according to instantaneous DL CSI. Specifically, the selecting unit 1002 may be configured to: obtain downlink channel state information; calculate achievable channel capacity for both the IC transmission mode and the BF transmission mode based at least in part on the downlink channel state information and the system setting; and select the transmission mode which maximizes the achievable channel capacity.
Obtaining the DL CSI may comprise estimating uplink channel state information; and deriving the downlink channel state information from the uplink channel state information due to channel reciprocity in TDD systems.
Calculating the achievable channel capacity may be based on the equation (5) as discussed above. For BF case and IC case, the calculation of the precoding vector w may refer to the discussion with respect to
Then, the configuring unit 1003 may be configured to perform precoding for the selected transmission mode based on the downlink channel state information. Specifically, the precoding vector w as calculated by the selecting unit 1002 will be used to perform corresponding precoding for the selected transmission mode.
In turn, the BS 110 and the D2D transmitting UE2122 may send data streams to their receivers.
As shown in
The PROG 1103 is assumed to include program instructions that, when executed by the associated DP 1101, enable the BS 1100 to operate in accordance with the exemplary embodiments of this invention, as discussed herein with the methods 500, 600, 700, or 800.
The embodiments of the present invention may be implemented by computer software executable by the DP 1101 of the BS 1100, or by hardware, or by a combination of software and hardware.
The MEM 1102 may be of any type suitable to the local technical environment and may be implemented using any suitable data storage technology, such as semiconductor based memory devices, magnetic memory devices and systems, optical memory devices and systems, fixed memory and removable memory, as non-limiting examples. While only one MEM is shown in the BS 1100, there may be several physically distinct memory units in the BS 1100. The DP 1101 may be of any type suitable to the local technical environment, and may include one or more of general purpose computers, special purpose computers, microprocessors, digital signal processors (DSPs) and processors based on multicore processor architecture, as non limiting examples. The BS 1100 may have multiple processors, such as for example an application specific integrated circuit chip that is slaved in time to a clock which synchronizes the main processor.
Although the above description has been described with a wireless communication system containing both cellular and D2D communications and for which closed-form expressions for the system throughput are derived, the skilled in the art should appreciate that the proposed switching mechanism may be applied in various communication systems where downlink interference may occur. For example, when same downlink frame allocation is used in neighbor cells, the downlink interference to edge UEs may occur. Also, similar closed-form expressions may be derived according to a certain system configuration with adaptive modifications.
Exemplary embodiments of the present invention have been described above with reference to block diagrams and flowchart illustrations of methods, apparatuses (i.e., systems). It will be understood that each block of the block diagrams and flowchart illustrations, and combinations of blocks in the block diagrams and flowchart illustrations, respectively, can be implemented by various means including computer program instructions. These computer program instructions may be loaded onto a general purpose computer, special purpose computer, or other programmable data processing apparatus to produce a machine, such that the instructions which execute on the computer or other programmable data processing apparatus create means for implementing the functions specified in the flowchart block or blocks.
The foregoing computer program instructions can be, for example, sub-routines and/or functions. A computer program product in one embodiment of the invention comprises at least one computer readable storage medium, on which the foregoing computer program instructions are stored. The computer readable storage medium can be, for example, an optical compact disk or an electronic memory device like a RAM (random access memory) or a ROM (read only memory).
While this specification contains many specific implementation details, these should not be construed as limitations on the scope of any implementation or of what may be claimed, but rather as descriptions of features that may be specific to particular embodiments of particular implementations. Certain features that are described in this specification in the context of separate embodiments can also be implemented in combination in a single embodiment. Conversely, various features that are described in the context of a single embodiment can also be implemented in multiple embodiments separately or in any suitable sub-combination. Moreover, although features may be described above as acting in certain combinations and even initially claimed as such, one or more features from a claimed combination can in some cases be excised from the combination, and the claimed combination may be directed to a sub-combination or variation of a sub-combination.
It should also be noted that the above described embodiments are given for describing rather than limiting the invention, and it is to be understood that modifications and variations may be resorted to without departing from the spirit and scope of the invention as those skilled in the art readily understand. Such modifications and variations are considered to be within the scope of the invention and the appended claims. The protection scope of the invention is defined by the accompanying claims. In addition, any of the reference numerals in the claims should not be interpreted as a limitation to the claims. Use of the verb “comprise” and its conjugations does not exclude the presence of elements or steps other than those stated in a claim. The indefinite article “a” or “an” preceding an element or step does not exclude the presence of a plurality of such elements or steps.
Filing Document | Filing Date | Country | Kind | 371c Date |
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PCT/CN2012/076585 | 6/7/2012 | WO | 00 | 12/22/2014 |
Publishing Document | Publishing Date | Country | Kind |
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WO2013/181823 | 12/12/2013 | WO | A |
Number | Name | Date | Kind |
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20080056414 | Kim | Mar 2008 | A1 |
20090046594 | Zhou et al. | Feb 2009 | A1 |
20090247175 | van Rensburg | Oct 2009 | A1 |
20100061438 | Tan | Mar 2010 | A1 |
20100080323 | Mueck | Apr 2010 | A1 |
20110122971 | Kim | May 2011 | A1 |
20120099540 | Doppler | Apr 2012 | A1 |
20120177018 | Abraham | Jul 2012 | A1 |
Number | Date | Country |
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101227255 | Jul 2008 | CN |
101848023 | Sep 2010 | CN |
102067697 | May 2011 | CN |
102388541 | Mar 2012 | CN |
2004-260467 | Sep 2004 | JP |
2006-520109 | Aug 2006 | JP |
2006-319959 | Nov 2006 | JP |
2007-251924 | Sep 2007 | JP |
2008-504730 | Feb 2008 | JP |
2010-533454 | Oct 2010 | JP |
4908506 | Apr 2012 | JP |
2009041069 | Apr 2009 | WO |
2010084411 | Jul 2010 | WO |
2011035201 | Mar 2011 | WO |
2012015737 | Feb 2012 | WO |
Entry |
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Chinese Office Action Search Report related to Chinese Application No. 2012800717085; dated Aug. 29, 2016. |
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Number | Date | Country | |
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20150110020 A1 | Apr 2015 | US |