TWI667905B - Interference cancellation method of user equipment in cellular communication system - Google Patents

Interference cancellation method of user equipment in cellular communication system Download PDF

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TWI667905B
TWI667905B TW104123795A TW104123795A TWI667905B TW I667905 B TWI667905 B TW I667905B TW 104123795 A TW104123795 A TW 104123795A TW 104123795 A TW104123795 A TW 104123795A TW I667905 B TWI667905 B TW I667905B
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value
interference
maximum likelihood
communication system
cellular communication
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TW104123795A
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TW201605216A (en
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李欣哲
林鍾漢
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南韓商三星電子股份有限公司
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L27/00Modulated-carrier systems
    • H04L27/26Systems using multi-frequency codes
    • H04L27/2601Multicarrier modulation systems
    • H04L27/2647Arrangements specific to the receiver only
    • H04L27/2655Synchronisation arrangements
    • H04L27/2689Link with other circuits, i.e. special connections between synchronisation arrangements and other circuits for achieving synchronisation
    • H04L27/2691Link with other circuits, i.e. special connections between synchronisation arrangements and other circuits for achieving synchronisation involving interference determination or cancellation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L27/00Modulated-carrier systems
    • H04L27/26Systems using multi-frequency codes
    • H04L27/2601Multicarrier modulation systems
    • H04L27/2647Arrangements specific to the receiver only
    • H04L27/2655Synchronisation arrangements
    • H04L27/2668Details of algorithms
    • H04L27/2673Details of algorithms characterised by synchronisation parameters
    • H04L27/2676Blind, i.e. without using known symbols
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L27/00Modulated-carrier systems
    • H04L27/32Carrier systems characterised by combinations of two or more of the types covered by groups H04L27/02, H04L27/10, H04L27/18 or H04L27/26
    • H04L27/34Amplitude- and phase-modulated carrier systems, e.g. quadrature-amplitude modulated carrier systems
    • H04L27/3405Modifications of the signal space to increase the efficiency of transmission, e.g. reduction of the bit error rate, bandwidth, or average power

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Noise Elimination (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

本發明提供一種蜂窩通信系統中用戶設備的干擾消除方法及裝置。方法包括:自一或多個基地台接收信號,信號包括所需信號及干擾信號;確定最大似然性(ML)決策度量,以確定干擾信號的秩指示符(RI)之值「l」、預編碼矩陣指示符(PMI)之值「p」、及調變(MOD)位凖之值「q」;對最大似然性決策度量應用演算法,並對最大似然性決策度量中所包含的伺服資料向量及干擾資料向量應用最大對數近似;利用所應用最大似然性決策度量來確定值「l」、值「p」及值「q」;以及利用所確定的值「l」、值「p」及值「q」自所接收信號中消除干擾信號。The invention provides a method and a device for interference cancellation of user equipment in a cellular communication system. The method includes: receiving signals from one or more base stations, the signals including desired signals and interference signals; determining a maximum likelihood (ML) decision metric to determine the value of the rank indicator (RI) of the interference signal "l", Precoding matrix indicator (PMI) value "p" and modulation (MOD) bit value "q"; apply algorithms to the maximum likelihood decision metric, and include in the maximum likelihood decision metric Apply the maximum logarithmic approximation to the servo data vector and the interference data vector of; use the applied maximum likelihood decision metric to determine the value "l", value "p", and value "q"; and use the determined value "l", value "P" and the value "q" eliminate interference signals from the received signal.

Description

蜂窩通信系統中用戶設備的干擾消除方法Interference cancellation method for user equipment in cellular communication system

本發明大體而言是有關於一種蜂窩通信系統中用戶設備的干擾消除方法,且更具體而言是有關於一種基於在網路輔助干擾消除及抑制(network-assisted interference cancellation and suppression,NAICS)系統中所盲偵測的干擾參數的干擾消除方法。 The present invention relates generally to an interference cancellation method for user equipment in a cellular communication system, and more specifically, to a network-assisted interference cancellation and suppression (NAICS) system. Interference cancellation method for blindly detected interference parameters.

為滿足國際電信聯盟無線電(International Telecommunication Union Radio,ITU-R)通信分部的嚴格需求,已設計出下一代蜂窩網路(例如先進的長期演進技術(long term evolution advanced,LTE-A))以及載波聚合技術(carrier aggregation,CA),下一代蜂窩網路藉由分別對下行鏈路(downlink,DL)中的八個層及上行鏈路(uplink,UL)中的四個層進行較高階空間多工(higher-order spatial multiplexing)而支援高達100百萬赫茲的寬頻寬。 To meet the stringent requirements of the International Telecommunication Union Radio (ITU-R) communications division, next-generation cellular networks (such as long term evolution advanced (LTE-A)) have been designed, and Carrier aggregation (CA) technology. The next-generation cellular network uses higher-order space for the eight layers in the downlink (DL) and the four layers in the uplink (UL). Multiplex (higher-order spatial multiplexing) and support wide bandwidth up to 100 megahertz.

值得注意的是,使用更多小區的空間頻率複用可較空間尺寸或頻譜頻寬增大的單一小區提供更多容量效益。因此,在一 巨小區(macro cell)環境中使用小的小區的異質網路逐漸被視為下一代蜂窩網路的光明之路。 It is worth noting that spatial frequency reuse using more cells can provide more capacity benefits than a single cell with increased spatial size or increased spectral bandwidth. So in one Heterogeneous networks using small cells in a macro cell environment are increasingly seen as a bright road for next-generation cellular networks.

上述異質網路可提供各種益處,但所述異質網路可使蜂窩網路面對前所未有的挑戰。具體而言,隨著基地台(base station,BS)數目的增加而成為主要關注點的干擾管理可能會大大增加。在此背景下,先進的同通道干擾感知信號偵測(co-channel interference aware signal detection)已在先進的長期演進系統的最近發展歷程中引起研究者的注意。 The heterogeneous networks described above can provide various benefits, but the heterogeneous networks can present cellular networks with unprecedented challenges. Specifically, as the number of base stations (BS) increases, interference management, which becomes a major concern, may increase significantly. In this context, advanced co-channel interference aware signal detection has attracted researchers' attention during the recent development of advanced long-term evolution systems.

第三代合作夥伴計劃(3rd Generation Partnership Project,3GPP)正在研究網路輔助干擾消除及抑制(NAICS)的特徵。在假設包括秩指示符(rank indicator,RI)、預編碼矩陣指示符(precoding matrix indicator,PMI)、調變(modulation,MOD)位準在內的干擾參數已藉由網路傳信而對用戶設備(user equipment,UE)已知的條件下,用戶設備可執行干擾消除。 The 3rd Generation Partnership Project (3rd Generation Partnership Project, 3GPP) is studying the characteristics of network-assisted interference cancellation and suppression (NAICS). It is assumed that interference parameters including a rank indicator (RI), a precoding matrix indicator (PMI), and a modulation (MOD) level have been transmitted to users through network signaling. Under known conditions of user equipment (UE), the user equipment can perform interference cancellation.

目前正考慮在長期演進版本12中納入被稱為網路輔助干擾消除及抑制的工作項。研究已明顯表明,在假設干擾參數已藉由廣播{例如,上層傳信,例如無線電資源控制(radio resource control,RRC)}或專用傳信{例如,新定義的下行鏈路控制資訊(downlink control information,DCI)}對用戶設備已知的條件下,可獲得相當大的效能效益。 The inclusion of a work item called network-assisted interference cancellation and suppression in Long Term Evolution version 12 is currently being considered. Studies have clearly shown that it is assumed that interference parameters have been broadcasted {eg, upper-layer signaling such as radio resource control (RRC)} or dedicated signaling {eg, newly defined downlink control information (downlink control information information, DCI)} Under conditions known to user equipment, considerable performance benefits can be obtained.

然而,由於各基地台之間的回程容量(back-haul capacity)以及自基地台至用戶設備的控制通道容量通常是有限 的,因此所述假設並非總能應用於實際系統。事實上,被稱為進一步增強的小區間干擾協調(further enhanced inter-cell interference coordination,FeICIC)的類似小區間干擾消除技術已得到良好發展,此主要集中於導頻信號,即小區專用基準信號(cell-specific reference signal,CRS)。由於小區專用基準信號干擾消除(interference cancellation,IC)僅需要半靜態干擾參數,例如小區物理識別(physical cell identity,CID)、小區專用基準信號天線埠(antenna port,AP)、及多播廣播單頻網路(multicast broadcast single frequency network,MBSFN)子訊框配置,因此值得注意的是,實現進一步增強的小區間干擾協調的傳信間接費用(signalling overhead)可得到管理。 However, due to the back-haul capacity between base stations and the control channel capacity from the base station to the user equipment is usually limited , So the assumptions are not always applicable to real systems. In fact, a similar inter-cell interference cancellation technique called further enhanced inter-cell interference coordination (FeICIC) has been well developed, which is mainly focused on pilot signals, that is, cell-specific reference signals ( cell-specific reference signal (CRS). Because cell-specific reference signal interference cancellation (IC) only requires semi-static interference parameters, such as physical cell identity (CID), cell-specific reference signal antenna port (AP), and multicast broadcast order MBSFN (multicast broadcast single frequency network) sub-frame configuration, so it is worth noting that the signaling overhead for achieving further enhanced inter-cell interference coordination can be managed.

然而,不同於進一步增強的小區間干擾協調,網路輔助干擾消除及抑制則解決資料通道(被稱為物理下行鏈路共享通道(physical downlink shared channel,PDSCH))中之干擾,並且需要得知包括秩指示符、預編碼矩陣指示符及調變在內的動態干擾參數。基於傳信的網路輔助干擾消除及抑制的成功取決於使用藉由傳信而得知的秩指示符、預編碼矩陣指示符、及調變群組的干擾基地台,且此可潛在地限制附近小區的排程靈活性。 However, unlike further enhanced inter-cell interference coordination, network-assisted interference cancellation and suppression addresses interference in data channels (known as physical downlink shared channels (PDSCH)) and requires knowledge Dynamic interference parameters including rank indicators, precoding matrix indicators, and modulation. The success of messaging-based network-assisted interference cancellation and suppression depends on the use of rank indicators, precoding matrix indicators, and modulation group interference base stations known through messaging, and this can potentially limit Scheduling flexibility in nearby neighborhoods.

為克服例如排程限制及網路傳信間接費用等缺陷,用戶設備可對來自所接收信號的干擾參數進行盲估計。對秩指示符、預編碼矩陣指示符及調變的聯合盲偵測(BD)應用最大似然性(maximum likelihood,ML)估計,所述最大似然性估計包括在 長期演進系統中所指定的秩指示符、預編碼矩陣指示符、及調變的可用組合中進行窮盡搜索。在長期演進正交頻分多重存取(LTE-orthogonal frequency division multiple access,LTE-OFDMA)系統中,所分配的秩指示符、預編碼矩陣指示符、及調變可在被同時排程的用戶設備元件上在時間域中自一個傳輸時間間隔(transmission time interval,TTI)變至另一傳輸時間間隔,並且在頻率域中自一個資源區塊(resource block,RB)變至另一資源區塊。此表明聯合盲偵測應針對長期演進下行鏈路系統中的所有傳輸時間間隔的每一資源區塊進行。 In order to overcome defects such as scheduling restrictions and network messaging overhead, the user equipment can perform blind estimation of interference parameters from the received signal. Apply maximum likelihood (ML) estimation to the joint blind detection (BD) of rank indicator, precoding matrix indicator, and modulation, which is included in An exhaustive search is performed among the available combinations of rank indicators, precoding matrix indicators, and modulations specified in the long-term evolution system. In a LTE-orthogonal frequency division multiple access (LTE-OFDMA) system, the assigned rank indicator, precoding matrix indicator, and modulation can be scheduled simultaneously for users The device element changes from one transmission time interval (TTI) to another transmission time interval in the time domain, and changes from one resource block (RB) to another resource block in the frequency domain . This indicates that joint blind detection should be performed for each resource block of all transmission time intervals in the long-term evolution downlink system.

然而,由於干擾參數可根據通道狀態,在每一傳輸時間間隔中在頻率域中自一個資源區塊動態地變至另一資源區塊,因此此假設可能會限制排程的效能並且可導致網路傳信負荷過度增加。 However, since the interference parameter can be dynamically changed from one resource block to another resource block in the frequency domain in each transmission time interval according to the channel status, this assumption may limit the performance of the schedule and may cause the network to Road messaging load increased excessively.

本發明的態樣提供基於所盲偵測的網路輔助干擾消除及抑制干擾參數的干擾消除。 Aspects of the present invention provide network-assisted interference cancellation based on blind detection and interference cancellation that suppresses interference parameters.

本發明的另一態樣提供一種具有低複雜度的盲偵測演算法以估計干擾秩指示符、預編碼矩陣指示符及調變。 Another aspect of the present invention provides a blind detection algorithm with low complexity to estimate an interference rank indicator, a precoding matrix indicator, and modulation.

本發明的再一態樣提供一種用於補償因低複雜度的盲偵測而引起的效能劣化的方法。 Yet another aspect of the present invention provides a method for compensating performance degradation caused by low-complexity blind detection.

根據本發明的態樣,提供一種蜂窩通信系統中用戶設備(UE)的干擾消除方法。所述方法包括:自一或多個基地台接收 信號,所述信號包括所需信號及干擾信號;確定最大似然性(ML)決策度量,以確定所述干擾信號的秩指示符(RI)之值「l」、預編碼矩陣指示符(PMI)之值「p」、及調變(MOD)位準之值「q」;對所述最大似然性決策度量應用演算法,並對所述最大似然性決策度量中所包含的伺服資料向量及干擾資料向量應用最大對數近似;利用所述所應用最大似然性決策度量來確定所述值「l」、所述值「p」及所述值「q」;以及利用所確定的所述值「l」、所述值「p」及所述值「q」自所述所接收信號中消除所述干擾信號。 According to an aspect of the present invention, an interference cancellation method for a user equipment (UE) in a cellular communication system is provided. The method includes receiving from one or more base stations Signal, the signal including the desired signal and the interference signal; determining a maximum likelihood (ML) decision metric to determine the value of the rank indicator (RI) of the interference signal "l", a precoding matrix indicator (PMI ), The value of "p", and the value of the modulation (MOD) level "q"; an algorithm is applied to the maximum likelihood decision metric, and the servo data included in the maximum likelihood decision metric Apply the maximum logarithmic approximation to the vector and the interference data vector; use the applied maximum likelihood decision metric to determine the value "l", the value "p", and the value "q"; and use the determined all The value "l", the value "p", and the value "q" cancel the interference signal from the received signal.

根據本發明的另一態樣,提供一種用於在蜂窩通信系統中進行干擾消除的裝置。所述裝置包括控制器,所述控制器用以:自一或多個基地台接收信號,所述信號包括所需信號及干擾信號;確定最大似然性(ML)決策度量,以確定所述干擾信號的秩指示符(RI)之值「l」、預編碼矩陣指示符(PMI)之值「p」、及調變(MOD)位準之值「q」;對所述最大似然性決策度量應用演算法,並對所述最大似然性決策度量中所包含的伺服資料向量及干擾資料向量應用最大對數近似;利用所述所應用最大似然性決策度量來確定所述值「l」、所述值「p」及所述值「q」;以及利用所確定的所述值「l」、所述值「p」及所述值「q」自所述所接收信號中消除所述干擾信號。 According to another aspect of the present invention, an apparatus for interference cancellation in a cellular communication system is provided. The device includes a controller for receiving signals from one or more base stations, the signals including a desired signal and an interference signal; determining a maximum likelihood (ML) decision metric to determine the interference The value of the rank indicator (RI) of the signal is "l", the value of the precoding matrix indicator (PMI) is "p", and the value of the modulation (MOD) level is "q"; the maximum likelihood is determined An algorithm is applied to the metric, and a maximum logarithmic approximation is applied to the servo data vector and the interference data vector included in the maximum likelihood decision metric; the value "l" is determined using the applied maximum likelihood decision metric , Said value "p" and said value "q"; and using said determined value "l", said value "p" and said value "q" to eliminate said from said received signal Interfering signals.

根據本發明,對干擾秩指示符、預編碼矩陣指示符及調變的最大似然性確定可使複雜度極大地降低,並且可使用具有使歐幾里得度量(Euclidean metric)最小化的某一秩指示符、預編 碼矩陣指示符、及調變的傳輸信號向量來實作用戶設備。 According to the present invention, the determination of the maximum likelihood of the interference rank indicator, the precoding matrix indicator, and the modulation can greatly reduce the complexity, and it is possible to use a method having a minimum Euclidean metric. One rank indicator, pre-programmed The code matrix indicator and the modulated transmission signal vector are used to implement the user equipment.

另外,本發明可藉由對最大似然性決策度量應用用於補償效能劣化的偏項(bias item)而產生對最佳秩指示符、預編碼矩陣指示符、及調變偵測方法進行近似的效果。 In addition, the present invention can approximate the best rank indicator, the precoding matrix indicator, and the modulation detection method by applying a bias item to compensate for performance degradation to the maximum likelihood decision metric. Effect.

根據本發明,可使用基於盲偵測的改良網路輔助干擾消除及抑制接收器來實作具有高效能及低複雜度的未來用戶設備元件。 According to the present invention, an improved network-assisted interference cancellation and suppression receiver based on blind detection can be used to implement future user equipment components with high efficiency and low complexity.

101、102‧‧‧基地台 101, 102‧‧‧ base station

103‧‧‧用戶設備 103‧‧‧User Equipment

300、305、310、315、320、325‧‧‧步驟 300, 305, 310, 315, 320, 325‧‧‧ steps

400‧‧‧用戶設備元件 400‧‧‧user equipment components

410‧‧‧收發器 410‧‧‧ Transceiver

420‧‧‧控制器 420‧‧‧controller

結合附圖閱讀以下詳細說明之後,本發明的以上及其他態樣、特徵、及優點將變得更顯而易見,附圖中:圖1說明由兩個基地台及一個用戶設備元件構成的多輸入多輸出正交頻分多工(Multiple Input Multiple Output-Orthogonal Frequency Division Multiplexing,MIMO-OFDM)系統。 The above and other aspects, features, and advantages of the present invention will become more apparent after reading the following detailed description in conjunction with the accompanying drawings. In the drawings: FIG. 1 illustrates a multi-input multi-composition consisting of two base stations and one user equipment element. An output orthogonal frequency division multiplexing (Multiple Input Multiple Output-Orthogonal Frequency Division Multiplexing, MIMO-OFDM) system.

圖2說明用於長期演進下行鏈路中的4階正交調幅(4QAM)、16階正交調幅(16QAM)、及64階正交調幅(64QAM)的星象圖(或稱為調變號分佈圖)。 Figure 2 illustrates the astrology (or modulation number distribution) of 4th-order quadrature amplitude modulation (4QAM), 16th-order quadrature amplitude modulation (16QAM), and 64th-order quadrature amplitude modulation (64QAM) used in the LTE downlink Figure).

圖3是根據本發明藉由用戶設備使用盲偵測進行的干擾消除方法的流程圖。 FIG. 3 is a flowchart of an interference cancellation method performed by a user equipment using blind detection according to the present invention.

圖4是根據本發明的用戶設備元件的方塊圖。 Figure 4 is a block diagram of user equipment elements according to the present invention.

以下,參照附圖詳細闡述本發明的實施例。在本發明的 以下說明中,當確定對併入本文中的習知配置或功能的詳細說明可使本發明的主題不清楚時,則省略所述詳細說明。下文所述用語是慮及本發明實施例中的功能來定義,且用語的含義可根據用戶或操作者的意圖、慣例等而不同。因此,應基於本發明實施例的整體背景來確定用語的定義。 Hereinafter, embodiments of the present invention will be described in detail with reference to the drawings. In the present invention In the following description, when it is determined that a detailed description of a conventional configuration or function incorporated herein may make the subject matter of the present invention unclear, the detailed description is omitted. The terms described below are defined in consideration of functions in the embodiments of the present invention, and the meanings of the terms may be different according to the intentions, conventions, etc. of the user or operator. Therefore, the definition of the terms should be determined based on the overall background of the embodiments of the present invention.

在本發明的詳細說明中,提供用於本發明中的某些用語的可闡明意義的實例。然而,需注意,所述用語並非僅限於下文所提供的可解釋意義的實例。 In the detailed description of the present invention, clarifiable examples of certain terms used in the present invention are provided. It should be noted, however, that the terms are not limited to the examples of interpretable meaning provided below.

基地台是與用戶設備(UE)進行通信的主體,並且可被稱為BS、Node B(NB)、eNode B(eNB)、存取點(access point,AP)等。 The base station is the main body that communicates with the user equipment (UE), and may be called a BS, a Node B (NB), an eNode B (eNB), an access point (AP), and the like.

用戶設備是與BS進行通信的對象,並且可被稱為UE、行動台(mobile station,MS)、行動設備(mobile equipment,ME)、元件、終端機等。 The user equipment is an object to communicate with the BS, and may be referred to as a UE, a mobile station (MS), a mobile equipment (ME), an element, a terminal, and the like.

提供對系統模型、基礎長期演進接收器、及改良網路輔助干擾消除及抑制先進長期演進(NAICS LTE-A)接收器的說明。然後將在所述說明後闡述用於估計干擾秩指示符、預編碼矩陣指示符、及調變的最佳最大似然性演算法以及次最佳(second-best)近似方法。 Provides an explanation of the system model, basic long-term evolution receiver, and improved network-assisted interference cancellation and suppression advanced long-term evolution (NAICS LTE-A) receiver. Then, the best maximum likelihood algorithm and the second-best approximation method for estimating the interference rank indicator, the precoding matrix indicator, and the modulation will be explained after the description.

首先闡述系統模型及改良的長期演進接收器。 First, the system model and the improved long-term evolution receiver are explained.

在本發明中,為對比基礎長期演進接收器的效能,大體闡述遺留線性多輸入多輸出(MIMO)接收器。 In the present invention, in order to compare the performance of a basic long-term evolution receiver, a legacy linear multiple-input multiple-output (MIMO) receiver is generally described.

圖1說明包括兩個基地台及一個用戶設備元件的多輸入多輸出正交頻分多工系統。 Figure 1 illustrates a multiple input multiple output orthogonal frequency division multiplexing system including two base stations and a user equipment element.

參見圖1,顯示其中分別具有Nt個傳輸天線的兩個基地台101及102向具有Nr個接收天線的所需用戶設備103傳送訊息的下行鏈路多輸入多輸出正交頻分多工系統。本發明中的傳輸通道例如可為物理下行鏈路共享通道(PDSCH)或物理多播通道(physical multicast channel,PMCH)。 Referring to FIG. 1, a downlink multiple-input multiple-output orthogonal frequency division multiplexing system is shown in which two base stations 101 and 102 each having Nt transmission antennas transmit messages to a desired user equipment 103 having Nr reception antennas. The transmission channel in the present invention may be, for example, a physical downlink shared channel (PDSCH) or a physical multicast channel (physical multicast channel (PMCH)).

在網路輔助干擾消除及抑制的研究中的正常循環前綴(cyclic prefix,CP)情況下,假設將秩指示符、預編碼矩陣指示符、及調變的單一群組在與十四個正交頻分多工符號間隔對應的單一傳輸時間間隔的週期中分配至一對由十二個連續副載波構成的資源區塊。因此,可在一對由168個資源元(resource element,RE)構成的資源區塊中執行盲偵測及資料偵測。在此種情況下,假設用戶設備知道網路輔助干擾消除及抑制干擾參數,即RI、PMI、及MOD。 In the case of a normal cyclic prefix (CP) in the study of network-assisted interference cancellation and suppression, it is assumed that a single group of rank indicator, precoding matrix indicator, and modulation is orthogonal to fourteen A period of a single transmission time interval corresponding to the frequency division multiplexing symbol interval is allocated to a pair of resource blocks composed of twelve consecutive subcarriers. Therefore, blind detection and data detection can be performed on a pair of resource blocks composed of 168 resource elements (RE). In this case, it is assumed that the user equipment knows the network-assisted interference cancellation and suppression interference parameters, namely RI, PMI, and MOD.

在此種情況下,在第k資源元中自BSi傳送的li維復信號向量可表達為。在此種情況下,表示第l空間層,li表示傳輸層,即秩指示符的數目。[ ] T 表示向量前綴。符號選自其中基數被表達為|C i,l |的星座群組C i,l 的平均傳輸功率表示為,其中E[ ]表示預期運算元,且||表示複數的絕對值。一般而言,假設「BSi=S」是伺服基地台,且「BSi=I」是干擾基地台。 In this case, the l i -dimensional complex signal vector transmitted from BSi in the k- th resource element can be expressed as . In this case, Represents the l- th spatial layer, and l i represents the transport layer, that is, the number of rank indicators. [] T represents the vector prefix. symbol Wherein the base is selected is expressed as | C i, l | constellation group C i, l. The average transmitted power is expressed as , Where E [] represents the expected operand, and || represents the absolute value of a complex number. In general, it is assumed that "BSi = S" is a servo base station and "BSi = I" is an interference base station.

在此種情況下,「rk」被定義為在「REk」中由所需用戶設備103接收的信號向量。因而,「rk」可被表達為如下方程式(1)。 In this case, "r k " is defined as the signal vector received by the desired user equipment 103 in "REk". Therefore, "r k " can be expressed as the following equation (1).

其中是指包括實際通道矩陣及預編碼矩陣的有效通道矩陣,且元「nk」是指加性雜訊向量,其作為的獨立同分佈(independently and identically distributed,i.i.d.)的複高斯分佈。另外,「K」表示用於每一對基地台中的編碼資源元的數目。 among them Refers to the effective channel matrix including the actual channel matrix and the precoding matrix, and the element " nk " refers to the additive noise vector, which is used as Independent Gaussian distribution of independently and identically distributed (iid). In addition, "K" indicates the number of coding resource elements used in each pair of base stations.

下文闡述干擾拒絕組合器(interference rejection combiner,IRC)作為基礎長期演進接收器。 The following explains an interference rejection combiner (IRC) as a basic long-term evolution receiver.

對於基礎長期演進接收器,本發明考量被稱為干擾拒絕組合器(IRC)的線性接收器。干擾拒絕組合器可在空間多工傳輸中抑制小區間干擾以及串流間干擾。干擾拒絕組合器的權重矩陣可被表達為如下方程式(2)。 For a basic long-term evolution receiver, the present invention considers a linear receiver called an interference rejection combiner (IRC). The interference rejection combiner can suppress inter-cell interference and inter-stream interference in spatial multiplexing transmission. The weight matrix of the interference rejection combiner can be expressed as the following equation (2).

其中()+是指厄米特運算子(Hermitian operator),且包括所需/非所需信號以及雜訊向量的協方差矩陣「Rk」可被表達為如下方程式(3)。 Where () + refers to the Hermitian operator, and the covariance matrix “R k ” including desired / unwanted signals and noise vectors can be expressed as the following equation (3).

伺服小區的小區專用基準信號序列是用戶設備所已知的,因此可藉由將所述一對資源區塊中伺服小區專用基準信號-資源元(CRS-RE)中的干擾及雜訊向量的因數平均化來估計干擾加 雜訊(I+N)協方差矩陣RI+N。因此,RI+N可表示為如下方程式(4)。 The cell-specific reference signal sequence of the servo cell is known to the user equipment, so the interference and noise vector in the servo cell-specific reference signal-resource element (CRS-RE) in the pair of resource blocks can be determined Factor averaging to estimate the interference plus noise (I + N) covariance matrix R I + N. Therefore, R I + N can be expressed as the following equation (4).

其中Kcrs是每一對資源區塊中伺服小區專用基準信號-資源元的數目,且是與伺服小區的小區專用基準信號序列對應的傳輸向量。 Where K crs is the number of dedicated reference signal-resource elements of the servo cell in each pair of resource blocks, and A transmission vector corresponding to a cell-specific reference signal sequence of a servo cell.

下文闡述基於增強的干擾拒絕組合器及最大似然性的改良網路輔助干擾消除及抑制接收器。 The following describes an improved network-assisted interference cancellation and suppression receiver based on an enhanced interference rejection combiner and maximum likelihood.

不同於基礎長期演進接收器,改良的網路輔助干擾消除及抑制接收器可利用關於干擾的資訊(即,干擾通道矩陣及干擾參數)來提高多輸入多輸出的效能。因此,本發明將方程式(1)的模型歸納為眾所習知干擾資訊的項,並且闡述基於增強的干擾拒絕組合器及最大似然性解調變的兩個改良網路輔助干擾消除及抑制接收器。 Unlike the basic long-term evolution receiver, the improved network-assisted interference cancellation and suppression receiver can use the information about the interference (ie, the interference channel matrix and the interference parameters) to improve the performance of multiple input multiple output. Therefore, the present invention summarizes the model of equation (1) into the term of well-known interference information, and describes two improved network-assisted interference cancellation and suppression based on enhanced interference rejection combiner and maximum likelihood demodulation. receiver.

在此種情況下,在「REk」中自「BSi」至所需用戶設備的通道模型被定義為Nr×Nt通道矩陣的(m,n)項是指自「BSi」的天線「n」至用戶設備的天線「m」的通路增益。可將該些項建模為具有零平均值及單位分佈的獨立複高斯隨機變數,即瑞麗衰落(Rayleigh fading)。是在「REk」中由「BSi」所用的Nr×li預編碼矩陣(或向量)。 In this case, the channel model from "BSi" to the desired user equipment in "REk" is defined as the N r × N t channel matrix . The (m, n) term refers to the path gain from the antenna "n" of "BSi" to the antenna "m" of the user equipment. These terms can be modeled as independent complex Gaussian random variables with zero mean and unit distribution, that is, Rayleigh fading. It is an N r × l i precoding matrix (or vector) used by "BSi" in "REk".

用戶設備可藉由使預編碼矩陣與通道矩陣相乘來計算有效通道。因此,方程式(1)可使用而改寫成 如下方程式(5)。 User equipment can make the precoding matrix Channel matrix Multiply to calculate effective channel . Therefore, equation (1) can be used Rewritten as the following equation (5).

網絡輔助干擾消除及抑制研究中所定義的增強的干擾拒絕組合器可使用關於干擾秩指示符及預編碼矩陣指示符的知識來獲得,且對應權重矩陣可被表達為如下方程式(6)。 The enhanced interference rejection combiner defined in network-assisted interference cancellation and suppression studies can be obtained using knowledge about interference rank indicators and precoding matrix indicators , And the corresponding weight matrix can be expressed as the following equation (6).

相較於網路輔助干擾消除及抑制干擾拒絕組合器,網路輔助干擾消除及抑制最大似然性可使用調變知識以及干擾秩指示符及預編碼矩陣指示符來達成網路輔助干擾消除及抑制的特性的優點。根據網路輔助干擾消除及抑制的定義,僅需要關於伺服資料的軟位元資訊。在此種情況下,星座符號的第m(m=1.2,…,log2|C S,l |)位元被表達為。另外,位元的對數似然比(log likelihood ratio,LLR)可被表達為如下方程式(7)。 Compared with the network-assisted interference cancellation and interference rejection combiner, the network-assisted interference cancellation and suppression maximum likelihood can use modulation knowledge and interference rank indicators and precoding matrix indicators to achieve network-assisted interference cancellation and Suppressed properties have advantages. According to the definition of network-assisted interference cancellation and suppression, only the servo data is needed Soft bit information. In this case, the constellation symbol The mth ( m = 1.2, ..., log 2 | C S , l |) bit is expressed as . Bit The log likelihood ratio (LLR) can be expressed as the following equation (7).

其中是指其中隨機變數使用值「b」(b=0或1)的概率。 among them Where random variables Use the probability of the value "b" (b = 0 or 1).

基於的「rk」的條件概率密度函數(probability density function,pdf)p(r k | ,)可被表達為方程式(8),且的對數似然比值可表示為如下方程式(9)。 based on and Conditional probability density function (pdf) of "r k " p ( r k | , ) Can be expressed as equation (8), and The log-likelihood ratio can be expressed as the following equation (9).

其中χ i 是指由C i,l 的li重(li-fold)笛卡爾乘積所獲得的可用符號向量的群組,且是指x s 的部分群組,其中=b(b=0或1)。另外,∥ ∥運算元表示歐幾里得範數(Euclidean norm)。是以上方程式(8)中的常數,因此以下將不闡述Where χ i refers to the available symbol vector obtained from the l i- fold (l i -fold) Cartesian product of C i, l Group of, and Refers to a partial group of x s , where = b (b = 0 or 1). In addition, the ∥ ∥ operator represents the Euclidean norm. Is the constant in equation (8) above, so it will not be explained below .

網路輔助干擾消除及抑制最大似然性接收器在上述長期演進接收器中具有最高的複雜度。可藉由對以上方程式(9)應用最大對數近似而實現效能與複雜度之間的折衷。所述近似可容許基於根據如下方程式(10)的最小歐幾里得距離來計算對數似然比。 The network-assisted interference cancellation and suppression maximum likelihood receiver has the highest complexity among the above long-term evolution receivers. The trade-off between efficiency and complexity can be achieved by applying a maximum log approximation to equation (9) above. The approximation may allow a log-likelihood ratio to be calculated based on a minimum Euclidean distance according to the following equation (10).

接下來,下文將闡述對干擾秩指示符、預編碼矩陣指示符及調變的偵測。 Next, the detection of interference rank indicators, precoding matrix indicators, and modulation will be explained below.

上述說明顯示,網路輔助干擾消除及抑制的基本原理依 賴於在用戶設備中使用干擾資訊,即,秩指示符、預編碼矩陣指示符、及調變。可在容許干擾基地台中存在排程限制及/或網路傳信間接費用的同時獲得網路輔助干擾消除及抑制干擾參數。為克服上述缺點,本發明提供對用戶設備中的參數的盲偵測。 The above description shows that the basic principles of network-assisted interference cancellation and suppression are based on It depends on the use of interference information in the user equipment, that is, a rank indicator, a precoding matrix indicator, and modulation. The network-assisted interference cancellation and interference suppression parameters can be obtained while allowing scheduling restrictions and / or network messaging overhead in the interference base station. To overcome the above disadvantages, the present invention provides blind detection of parameters in user equipment.

在長期演進系統中,應注意,用於伺服資料的秩指示符、預編碼矩陣指示符、及調變可藉由自伺服基地台讀取物理下行鏈路控制通道(physical downlink control channel,PDCCH)中的下行鏈路控制資訊(downlink control information,DCI)而被隱含地發現。然而,沒有可在用戶設備中使用的關於干擾秩指示符、預編碼矩陣指示符、及調變的資訊。 In the long-term evolution system, it should be noted that the rank indicator, precoding matrix indicator, and modulation for the servo data can be read by the physical downlink control channel (PDCCH) from the servo base station. The downlink control information (DCI) is implicitly discovered. However, there is no information on interference rank indicators, precoding matrix indicators, and modulation that can be used in user equipment.

當對未知的干擾調變C I,l 給出調變位準「q」(q {4,16,64})時,每一調變位準「q」的事前概率(prior probability)及每一星座點(j {1,…,q})的事前概率可分別被表達為Pq及Pq jWhen the unknown interference is modulated by C I, l gives the modulation level `` q '' ( q {4,16,64}), the prior probability of each modulation level "q" and each constellation point ( j The ex ante probabilities of {1, ..., q }) can be expressed as P q and P q j respectively .

下表1顯示,用於基本傳輸模式(transmission mode,TM)的秩指示符、預編碼矩陣指示符、及調變的候選群組被指派給具有兩個天線(即,Nt=2)的多輸入多輸出長期演進系統。在此種情況下,秩指示符、預編碼矩陣指示符、及調變分別被標記為「l」、「p」、及「q」。 Table 1 below shows that rank indicators, precoding matrix indicators, and modulation candidate groups for basic transmission mode (TM) are assigned to multiples with two antennas (ie, Nt = 2). Input Multiple Output Long Term Evolution System. In this case, the rank indicator, the precoding matrix indicator, and the modulation are labeled as "l", "p", and "q", respectively.

如上表1所示,被指派給TM 3的兩個預編碼矩陣不會使得盲偵測與多輸入多輸出解調變的效能存在差異,因此TM 3可被視為TM 4的子群組。同樣地,與l=1對應的TM 4可被視為TM 6。因此,在接下來的多輸入多輸出解調變操作中,干擾傳輸模式可被偵測作為其中l=2的TM 2、其中l=2的TM 4或其中l=1的TM 6中的一者。 As shown in Table 1 above, the two precoding matrices assigned to TM 3 will not make the performance of blind detection and MIMO demodulation different, so TM 3 can be regarded as a subgroup of TM 4. Similarly, TM 4 corresponding to l = 1 can be regarded as TM 6. Therefore, in the subsequent MIMO demodulation operation, the interference transmission mode can be detected as one of TM 2 where l = 2, TM 4 where l = 2, or TM 6 where l = 1. By.

長期演進下行鏈路中所用的調變可包括4階正交調幅(4QAM)、16階正交調幅(16QAM)、64階正交調幅(64QAM)、及256階正交調幅(256QAM)。 The modulation used in the long-term evolution downlink may include 4th-order quadrature amplitude modulation (4QAM), 16th-order quadrature amplitude modulation (16QAM), 64th-order quadrature amplitude modulation (64QAM), and 256th-order quadrature amplitude modulation (256QAM).

圖2說明長期演進下行鏈路中所用的4階正交調幅、16階正交調幅、及64階正交調幅的星象圖(或稱為調變號分佈圖)。 FIG. 2 illustrates astral diagrams (or modulation maps) of 4th-order orthogonal amplitude modulation, 16th-order orthogonal amplitude modulation, and 64th-order orthogonal amplitude modulation used in the long-term evolution downlink.

圖2顯示關於長期演進下行鏈路傳輸中的4階正交調幅、16階正交調幅及64階正交調幅的三個星象圖,所述三個星象圖被表達為Q4、Q16、及Q64(分別對應於●、■、及)。每一長期演進星象圖的星座點被歸一化為具有單位方差。 FIG. 2 shows three astrological diagrams for 4th-order quadrature amplitude modulation, 16th-order quadrature amplitude modulation, and 64th-order quadrature amplitude modulation in long-term evolution downlink transmission, which are expressed as Q 4 , Q 16 And Q 64 (corresponding to ●, ■, and ). The constellation points of each long-term evolution astrological chart are normalized to have unit variance.

下文將闡述秩指示符、預編碼矩陣指示符、及調變的最佳聯合偵測方法。 The best joint detection method for rank indicator, precoding matrix indicator, and modulation will be described below.

網路輔助干擾消除及抑制最大似然性接收器可在沒有關於干擾秩指示符、預編碼矩陣指示符、及調變的初步資訊的條件下執行符號位準干擾消除。因此,可假設,上表1中的秩指示符、預編碼矩陣指示符、及調變的各群組具有均等的可能性。另外,亦可對星座點應用同樣的假設。亦即,假設pq=1/3且pq j=1/q。在此種情況下,眾所習知,基於最大似然性估計的盲偵測可使誤差概率最小化。 The network-assisted interference cancellation and suppression maximum likelihood receiver can perform symbol-level interference cancellation without preliminary information about the interference rank indicator, precoding matrix indicator, and modulation. Therefore, it can be assumed that the rank indicators, the precoding matrix indicators, and the modulation groups in Table 1 have equal possibility. In addition, the same assumptions can be applied to constellation points. That is, it is assumed that p q = 1/3 and p q j = 1 / q. In this case, it is well known that blind detection based on maximum likelihood estimation can minimize the probability of errors.

可藉由將與特定對應的且具有「l」及「p」的預編碼矩陣表達為而將以上方程式(8)中的條件概率密度函數改寫為如下方程式(11)。 Can be combined with specific The corresponding precoding matrix with "l" and "p" is expressed as The conditional probability density function in the above equation (8) is rewritten as the following equation (11).

因此,基於K接收信號向量rk的「l」、「p」、及「q」的最大似然性度量可表示為如下方程式(12)。 Thus, based on the received signal vector r k K is "l", "p" and "q" maximum likelihood metric can be expressed as the following equation (12).

其中對應於具有秩指示符為「l」及調變為「q」的χ I ,秩指示符「l」及調變「q」是藉由Q q 的1重(1-fold)笛卡爾乘積而獲得。 among them Corresponding to χ I with rank indicator "l" and modulation "q", the rank indicator "l" and modulation "q" are obtained by the 1-fold Cartesian product of Q q obtain.

此時,最大似然性接收器(或最大似然性偵測器)可在「l」、「p」、及「q」的可用群組中執行搜索,並且可確定使由如下方程式(13)所定義的度量最大化的l opt p opt 、及q opt At this time, the maximum likelihood receiver (or maximum likelihood detector) may perform a search among the available groups of "l", "p", and "q", and may determine that the following equation (13 ) Define l opt , p opt , and q opt .

其中Sl及Sp是指分別針對「l」及「p」的可用值的群組,且其中Sl及Sp分別是{Nt,TM}及{Nt,TM,l}的函數,如上表1所示。 Where S l and S p refer to the groups of available values for "l" and "p", respectively, and where S l and S p are functions of {Nt, TM} and {Nt, TM, l}, respectively, as above Table 1 shows.

如以上方程式(12)及方程式(13)所示,其中最佳的最大似然性偵測器將用以計算干擾秩指示符、預編碼矩陣指示符及調變連同伺服資料星座點的所用可用組合的決策度量,對秩指示符、預編碼矩陣指示符及調變的最佳聯合偵測會導致計算過於複雜而不能在用戶設備中進行處理。 As shown in equations (12) and (13) above, where the best maximum likelihood detector will be used to calculate the interference rank indicator, precoding matrix indicator, and modulation along with the servo data constellation points available The combined decision metric, the best joint detection of the rank indicator, the precoding matrix indicator, and the modulation will cause the calculation to be too complicated to be processed in the user equipment.

因此,本發明提供計算複雜度得到降低的次最佳途徑以處理以上方程式(12)的最佳度量。 Therefore, the present invention provides a sub-optimal approach with reduced computational complexity to deal with the best metric of equation (12) above.

為避免貫穿所有搜索空間的指數和相乘,本發明提供一種對最大似然性決策度量應用演算法並接著對伺服資料向量應用 最大對數近似的方法,藉此解決上述最大似然性偵測的問題。 To avoid exponents and multiplications across all search spaces, the present invention provides an algorithm for applying maximum likelihood decision metrics and then applying servo data vectors The method of maximum logarithm approximation solves the above-mentioned problem of maximum likelihood detection.

亦即,為避免以上方程式(12)中的指數和相乘,使用演算法來運算方程式(12)的最佳度量,且接著對伺服資料向量應用最大對數近似。因此,決策度量M l,p,q 可近似為如下方程式(14)。 That is, to avoid the exponential sum multiplication in equation (12) above, an algorithm is used to calculate the best metric of equation (12), and then the servo data vector is Apply the maximum log approximation. Therefore, the decision metric M l , p , q can be approximated by the following equation (14).

其中可藉由查找使如下方程式(15)中的歐幾里得度量最小化的傳輸向量來獲得。 among them You can find the transfer vector that minimizes the Euclidean metric in equation (15) below and Come to get.

在移除常數項之後,以上方程式(14)可被改寫為如下方程式(16)。 After removing the constant term, the above equation (14) can be rewritten as the following equation (16).

其中殘餘項R(l,p,q,σ n )可被表達為如下方程式(17)。 The residual term R ( l , p , q , σ n ) can be expressed as the following equation (17).

當以與針對伺服資料向量的最大對數近似相同的方 式對干擾資料向量應用最大對數近似時,可依據如下方程式(18)獲得最簡單的最大似然性決策度量。 When using and targeting servo data vectors The maximum logarithm of the interference data vector is approximately the same When the maximum logarithmic approximation is applied, the simplest maximum likelihood decision metric can be obtained according to the following equation (18).

本發明提供一種針對最小距離問題來計算所得最大似然性度量的近似值以及補償與次最佳近似值有關的效能劣化的方法。 The present invention provides a method for calculating an approximate value of a maximum likelihood metric calculated for a minimum distance problem and compensating for performance degradation related to a sub-optimal approximation.

更具體而言,相較於會影響秩指示符、預編碼矩陣指示符、及調變的所有候選群組的偵測的伺服資料向量的最大對數近似,應用最大對數近似來獲得以上方程式(18)可導致不同候選群組之間的歐幾里得度量出現相對大的差。所述差表明在秩指示符、預編碼矩陣指示符、及調變的盲偵測中存在可能的效能劣化。因此,所述可能的效能劣化提供在盲偵測中慮及殘餘項R(l,p,q,σ n )的動機。 More specifically, compared to servo data vectors that affect the detection of rank indicators, precoding matrix indicators, and modulation of all candidate groups The maximum logarithmic approximation of. Can be obtained by applying the maximum logarithmic approximation to Equation (18) above, which can result in relatively large differences in Euclidean metrics between different candidate groups. The difference indicates a possible performance degradation in the blind detection of the rank indicator, the precoding matrix indicator, and the modulation. Accordingly, the performance degradation may provide motivation for the blind detection taking into account the residual term R (l, p, q, σ n) of the.

因此,本發明提供一種使用殘餘項來補償因應用最大對數近似而造成的歐幾里得度量的相對差的方法。亦即,本發明提供一種其中藉由估計秩指示符、預編碼矩陣指示符、及調變的單一基準群組與其他剩餘群組之間的相對差而使決策度量包含殘餘項的方法。舉例而言,基於TM 2中的l=2、p=1、及q=4,所述相對差的偏項(例如,差項)可被定義為如下方程式(19)。 Therefore, the present invention provides a method of using a residual term to compensate for a relative difference in the Euclidean metric caused by applying a maximum logarithmic approximation. That is, the present invention provides a method in which a decision metric includes a residual term by estimating a relative difference between a rank group indicator, a precoding matrix indicator, and a modulated single reference group and other remaining groups. For example, based on l = 2, p = 1, and q = 4 in TM 2, the relatively poor partial term (for example, the difference term) can be defined as the following equation (19).

△(l,p,q,σ n )=E[R(l,p,q,σ n )-R(l=2,p=1,q=4,σ n )]...(19) △ ( l , p , q , σ n ) = E [ R ( l , p , q , σ n ) -R ( l = 2, p = 1, q = 4, σ n )] ... (19)

所提出的偏項可補償秩指示符、預編碼矩陣指示符、及 調變的不同群組之間的相對差,以確保均勻的最大似然性偵測效能。因此,只有相對偏項可儲存於查找表(look-up table,LUT)中,且儲存於查找表中的所述相對偏項能夠簡化盲偵測。所述查找表是應用於可應用秩指示符、預編碼矩陣指示符、及調變的某一群組的所有伺服傳輸模式的共用查找表。 The proposed bias term can compensate for the rank indicator, the precoding matrix indicator, and Modulate the relative difference between different groups to ensure uniform maximum likelihood detection performance. Therefore, only relative bias terms can be stored in a look-up table (LUT), and the relative bias terms stored in the look-up table can simplify blind detection. The lookup table is a common lookup table applied to all servo transmission modes of a group to which a rank indicator, a precoding matrix indicator, and a modulation are applicable.

下表2顯示查找表的實例,在假設干擾用戶設備元件使用4階正交調幅及16階正交調幅的條件下作為RI(l)、PMI(p)、及MOD(q)的不同群組之間的相對補償偏差的查找表。 The following table 2 shows an example of a lookup table. Assume that the interfering user equipment components use 4th-order quadrature amplitude modulation and 16th-order quadrature amplitude modulation as different groups of RI (l), PMI (p), and MOD (q). A lookup table of the relative compensation deviations.

在上表2中,第一列中的2(2)、3(2)、4(2)、4(1)、及6(1)對應於「TM(l)」的形式(即,干擾資料的「TM」及「l」的值)。舉例而言,在第一列中,2(2)對應於「TM 2」及「l=2」,且3(2)對應於「TM 3」及「l=2」。第二列中的4、16、及{4,4}是指調變的值(q)。舉例而言,在第二列中,4及16分別對應於4階正交調幅及16階正交調幅,且{4,4}對應於{4QAM,4QAM}。INR代表干擾對雜訊比,且例如INR可以「dB」來表示。 In Table 2 above, 2 (2), 3 (2), 4 (2), 4 (1), and 6 (1) in the first column correspond to the form of "TM (l)" (that is, interference "TM" and "l" of the data). For example, in the first column, 2 (2) corresponds to "TM 2" and "l = 2", and 3 (2) corresponds to "TM 3" and "l = 2". The 4, 16, and {4,4} in the second column refer to the modulated value (q). For example, in the second column, 4 and 16 correspond to 4th-order quadrature amplitude modulation and 16th-order quadrature amplitude modulation, respectively, and {4,4} corresponds to {4QAM, 4QAM}. INR stands for interference-to-noise ratio, and for example INR can be expressed in "dB".

因此,最大似然性決策度量可表示為容許存在基於最小歐幾里得距離的盲偵測器的如下方程式(20)。 Therefore, the maximum likelihood decision metric can be expressed as the following equation (20) that allows the existence of a blind detector based on the minimum Euclidean distance.

舉例而言,當INR為4dB時,在TM 2及q=16的情況下,2.02可用作以上方程式(20)中補償偏差△(l,p,q,σ n )的值。 For example, when INR 4dB when, under TM 2 and q = 16, the equation above can be used as compensation deviation 2.02 △ (l, p, q, σ n) of (20) in value.

如上所述,可藉由對「l」、「p」、及「q」的候選群組應用補償偏差△(l,p,q,σ n )來確定使以上方程式(20)的度量最大化的RI(l)、PMI(p)、及MOD(q),使得效能可被預期即使在複雜度低時仍近似為最佳的最大似然性接收器。 As described above, to be by "l", "p" and "q" candidate group COMPENSATION deviation △ (l, p, q, σ n) is determined so that the above equations (20) to maximize the metric RI (l), PMI (p), and MOD (q), so that performance can be expected to approximate the best maximum likelihood receiver even at low complexity.

亦即,根據本發明基於所盲偵測的干擾參數的改良網路輔助干擾消除及抑制接收器可大大增強干擾有限蜂窩環境中先進的長期演進用戶設備的效能。 That is, the improved network-assisted interference cancellation and suppression receiver based on the blindly detected interference parameters according to the present invention can greatly enhance the performance of interference with advanced long-term evolution user equipment in a limited cellular environment.

圖3是說明根據本發明的一種藉由用戶設備使用盲偵測來消除干擾信號的方法的流程圖。 3 is a flowchart illustrating a method for eliminating interference signals by using blind detection by a user equipment according to the present invention.

在步驟300中,用戶設備可使用收發器{例如,射頻(radio frequency,RF)積體電路}經由下行鏈路通道自基地台接收信號,所述信號包括所需信號(例如,伺服資料)及干擾信號(例如,干擾資料)。下行鏈路通道例如可為物理下行鏈路共享通道或物理多播通道。用戶設備的收發器可根據多輸入多輸出多工傳輸方法來運作,並且可使用多個天線傳送及接收信號。 In step 300, the user equipment may use a transceiver {for example, a radio frequency (RF) integrated circuit} to receive a signal from a base station via a downlink channel, the signal including a desired signal (for example, servo data) and Interfering signals (for example, interference data). The downlink channel may be, for example, a physical downlink shared channel or a physical multicast channel. The transceiver of the user equipment can operate according to a MIMO transmission method, and can transmit and receive signals using multiple antennas.

在步驟305中,用戶設備可使用控制器(例如,數據機 積體電路)來確定最大似然性決策度量以決定干擾信號的RI(l)、PMI(p)、及MOD(q)。舉例而言,可根據以上方程式(12)來確定最大似然性決策度量。 In step 305, the user equipment may use a controller (e.g., a modem) Integrated circuit) to determine the maximum likelihood decision metric to determine the RI (l), PMI (p), and MOD (q) of the interference signal. For example, the maximum likelihood decision metric can be determined according to the above equation (12).

為降低盲偵測的計算複雜度,在步驟310中,用戶設備可對最大似然性決策度量應用演算法,並且可對最大似然性決策度量中所包含的伺服資料向量及干擾資料向量應用最大對數近似。 To reduce the computational complexity of blind detection, in step 310, the user equipment may apply an algorithm to the maximum likelihood decision metric, and may apply the servo data vector and the interference data vector included in the maximum likelihood decision metric. Maximum logarithmic approximation.

選擇性地,用戶設備可包含所應用最大似然性決策度量中的殘餘項R(l,p,q,σ n )以增強盲偵測的效能。在步驟315中,可使殘餘項包含於最大似然性決策度量中作為偏項。包含偏項的最大似然性決策度量例如可被表達為以上方程式(20)。偏項旨在補償「l」、「p」、及「q」的基準群組與「l」、「p」、及「q」的某一候選群組之間的差。欲應用於偏項的值可儲存於查找表中,且用戶設備可藉由自所述查找表中進行擷取而獲得偏值。對於給定的INR,查找表可記錄因「l」、「p」、及「q」的基準群組與「l」、「p」、及「q」的候選群組之間的差造成的偏值。接著,「q」的值可被命名為4階正交調幅、16階正交調幅、64階正交調幅、或256階正交調幅。 Alternatively, the user equipment may comprise terms apply maximum likelihood residue R (l, p, q, σ n) in a probabilistic decision metric to enhance the performance of blind detection. In step 315, the residual term can be included in the maximum likelihood decision metric as a bias term. The maximum likelihood decision metric including the bias term can be expressed, for example, as the above equation (20). The partial term aims to compensate the difference between the reference group of "l", "p", and "q" and a candidate group of "l", "p", and "q". The value to be applied to the bias term can be stored in a lookup table, and the user equipment can obtain the bias value by fetching from the lookup table. For a given INR, the lookup table records the difference between the base group of "l", "p", and "q" and the candidate group of "l", "p", and "q" Partial value. Then, the value of "q" can be named 4th-order quadrature amplitude modulation, 16th-order quadrature amplitude modulation, 64th-order quadrature amplitude modulation, or 256th-order quadrature amplitude modulation.

在步驟320中,用戶設備可使用度量來偵測「l」、「p」、及「q」。舉例而言,用戶設備可盲偵測會使度量最大化的「l」、「p」、及「q」。使度量最大化的值可為使以上方程式(15)所表達的歐幾里得度量最小化的值。 In step 320, the user equipment may use the metric to detect "l", "p", and "q". For example, the user equipment can blindly detect "l", "p", and "q" that maximize the metric. The value that maximizes the metric may be a value that minimizes the Euclidean metric expressed by the above equation (15).

在步驟325中,用戶設備可使用所偵測的「l」、「p」、及「q」自所接收信號中消除干擾信號。 In step 325, the user equipment can use the detected "l", "p", and "q" to cancel the interference signal from the received signal.

圖4是根據本發明的用戶設備元件400的方塊圖。 Fig. 4 is a block diagram of a user equipment element 400 according to the present invention.

用戶設備元件400包括與基地台或其他用戶設備元件進行通信的收發器410以及控制收發器410的控制器420。收發器410可由元件(例如射頻積體電路)來實作,且控制器420可由元件(例如數據機積體電路)來實作。作為另一選擇,收發器410與控制器420亦可實作為單一元件(即,單一積體電路)。 The user equipment element 400 includes a transceiver 410 that communicates with a base station or other user equipment elements, and a controller 420 that controls the transceiver 410. The transceiver 410 may be implemented by a component (such as a radio frequency integrated circuit), and the controller 420 may be implemented by a component (such as a modem integrated circuit). Alternatively, the transceiver 410 and the controller 420 can also be implemented as a single component (ie, a single integrated circuit).

控制器420執行本發明所述用戶設備的干擾消除方法。亦即,上述所有操作可被理解為由控制器420執行。控制器420可包括用於在記憶體內部或外部儲存查找表的記憶體。 The controller 420 executes the interference cancellation method of the user equipment according to the present invention. That is, all the operations described above can be understood as being performed by the controller 420. The controller 420 may include a memory for storing a lookup table inside or outside the memory.

收發器410可傳送及收發信號,並且可利用多個天線來進行空間多工傳輸。 The transceiver 410 can transmit and receive signals, and can utilize multiple antennas for spatial multiplexing transmission.

應注意,圖1至圖4並非旨在限制本發明的範圍。亦即,圖1至圖4所示方法或所述配置的操作不應被解釋為本發明實施例不可或缺的元素,而是可在不背離本發明範圍的條件下使用所述方法或操作中的一部分來實作本發明。 It should be noted that FIGS. 1-4 are not intended to limit the scope of the invention. That is, the operation of the method or the configuration shown in FIGS. 1 to 4 should not be interpreted as an indispensable element of the embodiment of the present invention, but the method or operation can be used without departing from the scope of the present invention. Part of it is to implement the present invention.

可藉由為通信系統實體、功能、基地台、負荷管理器、或終端機的特定結構元件提供用於儲存對應程式碼的記憶體元件來實作上述操作。亦即,實體、功能、負荷管理器或終端機的控制器藉由以處理器或中央處理單元(central processing unit,CPU)讀取及執行儲存於記憶體元件中的程式碼來執行上述操作。 The above operation may be implemented by providing a memory element for storing a corresponding code for a specific structural element of the communication system entity, function, base station, load manager, or terminal. That is, the controller of the entity, function, load manager or terminal performs the above operations by reading and executing code stored in the memory element by a processor or a central processing unit (CPU).

可藉由使用硬體電路(例如,基於邏輯電路的互補金屬氧化物半導體(complementary metal oxide semiconductor,CMOS))、韌體、軟體、及/或嵌於機械可讀取媒體中的硬體、韌體及/或軟體的組合來操作實體、功能、基地台、負荷管理器、終端機的各種結構元件、模組等。舉例而言,可藉由使用電路(例如電晶體、邏輯閘、及應用專用積體電路(application specific integrated circuit,ASIC))來執行各種電子配置及方法。 This can be accomplished by using hardware circuits (e.g., logic-based complementary metal oxide semiconductor (CMOS)), firmware, software, and / or hardware, firmware embedded in mechanically readable media And / or software to operate entities, functions, base stations, load managers, various structural elements, modules, etc. of terminals. For example, various electronic configurations and methods can be performed by using circuits (such as transistors, logic gates, and application specific integrated circuits (ASICs)).

儘管已參照本發明的某些實施例顯示及闡述了本發明,然而熟習此項技術者應理解,可在不背離本發明的範圍及精神的條件下對本發明作出各種形式及細節上的改變。因此,本發明被界定為並非僅限於本發明的實施例,而是由隨附申請專利範圍及其等效範圍來界定。 Although the invention has been shown and described with reference to certain embodiments of the invention, those skilled in the art will understand that various changes in form and details can be made to the invention without departing from the scope and spirit of the invention. Therefore, the present invention is not limited to the embodiments of the present invention, but is defined by the scope of the accompanying patent application and its equivalent scope.

Claims (20)

一種蜂窩通信系統中用戶設備的干擾消除方法,所述方法包括:自一或多個基地台接收信號,所述信號包括所需信號及干擾信號;確定最大似然性決策度量,以確定所述干擾信號的秩指示符之值「l」、預編碼矩陣指示符之值「p」、及調變位準之值「q」;對所述最大似然性決策度量應用演算法,並對所述最大似然性決策度量中所包含的伺服資料向量及干擾資料向量應用最大對數近似;利用所述所應用最大似然性決策度量來確定所述值「l」、所述值「p」及所述值「q」;以及利用所確定的所述值「l」、所述值「p」及所述值「q」自所述所接收信號中消除所述干擾信號。A method for interference cancellation of user equipment in a cellular communication system, the method comprising: receiving signals from one or more base stations, the signals including required signals and interference signals; determining a maximum likelihood decision metric to determine the The value of the rank indicator of the interfering signal is "l", the value of the precoding matrix indicator is "p", and the value of the modulation level is "q"; an algorithm is applied to the maximum likelihood decision metric, and The maximum logarithmic approximation is applied to the servo data vector and the interference data vector included in the maximum likelihood decision metric; using the applied maximum likelihood decision metric to determine the value "l", the value "p", and The value "q"; and using the determined value "l", the value "p", and the value "q" to eliminate the interference signal from the received signal. 如申請專利範圍第1項所述的蜂窩通信系統中用戶設備的干擾消除方法,其中所述所應用最大似然性決策度量更包括用於補償因應用所述最大對數近似而引起的效能劣化的殘餘項。The interference cancellation method for user equipment in a cellular communication system according to item 1 of the scope of patent application, wherein the applied maximum likelihood decision metric further includes a method for compensating performance degradation caused by applying the maximum logarithmic approximation. Residual items. 如申請專利範圍第2項所述的方法,其中所述殘餘項被表達為偏項,所述偏項對應於「l」、「p」及「q」的基準群組的殘餘項與「l」、「p」及「q」的候選群組的殘餘項之間的差。The method according to item 2 of the scope of patent application, wherein the residual term is expressed as a partial term corresponding to the residual term of the reference group of "l", "p" and "q" and "l" ", The difference between the residuals of the candidate groups of" p "and" q ". 如申請專利範圍第3項所述的蜂窩通信系統中用戶設備的干擾消除方法,其中所述偏項的值被儲存於查找表中。The interference cancellation method for user equipment in a cellular communication system according to item 3 of the scope of patent application, wherein the value of the partial term is stored in a lookup table. 如申請專利範圍第4項所述的蜂窩通信系統中用戶設備的干擾消除方法,其中所述查找表包括相對於干擾對雜訊比的所述偏項的所述值。The interference cancellation method for user equipment in a cellular communication system according to item 4 of the scope of patent application, wherein the lookup table includes the value of the partial term relative to the interference-to-noise ratio. 如申請專利範圍第4項所述的蜂窩通信系統中用戶設備的干擾消除方法,其中所述查找表包括4階正交調幅、16階正交調幅、64階正交調幅、及256階正交調幅中的至少一者作為「q」的所述值。The interference cancellation method for user equipment in a cellular communication system according to item 4 of the scope of patent application, wherein the lookup table includes 4th-order orthogonal amplitude modulation, 16th-order orthogonal amplitude modulation, 64th-order orthogonal amplitude modulation, and 256-order orthogonality modulation At least one of the amplitude modulations is taken as the value of "q". 如申請專利範圍第1項所述的蜂窩通信系統中用戶設備的干擾消除方法,其中所述干擾信號的傳輸模式(TM)是l=2的TM 2、l=2的TM 4、或l=1的TM 6中的一者。The interference cancellation method for user equipment in a cellular communication system according to item 1 of the scope of patent application, wherein the transmission mode (TM) of the interference signal is TM of l = 2, TM of l = 2, or l = One of TM 6 of 1. 如申請專利範圍第3項所述的蜂窩通信系統中用戶設備的干擾消除方法,其中所述最大似然性決策度量M被表達為如下:其中「rk」是在資源元k中接收的信號向量,是雜訊向量的分佈,是伺服資料的有效通道矩陣,「K」是資源元的數目,是伺服資料向量,是干擾資料向量,是干擾通道矩陣,是干擾預編碼矩陣,是「l」及「q」中的可用干擾符號向量之群組,且△(l,p,q,σ n )是偏項。The interference cancellation method for user equipment in a cellular communication system according to item 3 of the scope of the patent application, wherein the maximum likelihood decision metric M is expressed as follows: Where "r k " is the signal vector received in resource element k, Is the distribution of the noise vector, Is the effective channel matrix of servo data, "K" is the number of resource elements, Is the servo data vector, Is the interference data vector, Is the interference channel matrix, Is the interference precoding matrix, Is "l" and "q" in the group of available interference symbol vector, and △ (l, p, q, σ n) is a bias term. 一種用於在蜂窩通信系統中進行干擾消除的裝置,所述裝置包括控制器,所述控制器用以:自一或多個基地台接收信號,所述信號包括所需信號及干擾信號;確定最大似然性決策度量,以確定所述干擾信號的秩指示符之值「l」、預編碼矩陣指示符之值「p」、及調變位準之值「q」;對所述最大似然性決策度量應用演算法,並對所述最大似然性決策度量中所包含的伺服資料向量及干擾資料向量應用最大對數近似;利用所述所應用最大似然性決策度量來確定所述值「l」、所述值「p」及所述值「q」;以及利用所確定的所述值「l」、所述值「p」及所述值「q」自所述所接收信號中消除所述干擾信號。An apparatus for performing interference cancellation in a cellular communication system, the apparatus includes a controller, the controller is configured to: receive signals from one or more base stations, the signals including a desired signal and an interference signal; determine a maximum Likelihood decision metric to determine the value of the rank indicator "l" of the interference signal, the value of the precoding matrix indicator "p", and the value of the modulation level "q"; for the maximum likelihood An algorithm is applied to the performance decision metric, and the maximum logarithmic approximation is applied to the servo data vector and the interference data vector included in the maximum likelihood decision metric; the value is used to determine the value using the applied maximum likelihood decision metric " l ", said value" p "and said value" q "; and using said determined value" l ", said value" p "and said value" q "to be eliminated from said received signal The interference signal. 如申請專利範圍第9項所述的用於在蜂窩通信系統中進行干擾消除的裝置,其中所述所應用最大似然性決策度量更包括用於補償因應用所述最大對數近似而引起的效能劣化的殘餘項。The apparatus for interference cancellation in a cellular communication system according to item 9 of the scope of patent application, wherein the applied maximum likelihood decision metric further includes a function for compensating the performance caused by applying the maximum logarithmic approximation. Degraded residuals. 如申請專利範圍第10項所述的用於在蜂窩通信系統中進行干擾消除的裝置,其中所述殘餘項被表達為偏項,所述偏項對應於「l」、「p」及「q」的基準群組的殘餘項與「l」、「p」及「q」的候選群組的殘餘項之間的差。The apparatus for interference cancellation in a cellular communication system as described in claim 10 of the scope of the patent application, wherein the residual term is expressed as a partial term corresponding to "l", "p", and "q" The difference between the residual term of the reference group of "" and the residual term of the candidate group of "l", "p", and "q". 如申請專利範圍第11項所述的用於在蜂窩通信系統中進行干擾消除的裝置,更包括記憶體,其中所述偏項的值以查找表形式儲存於所述記憶體中。The device for eliminating interference in a cellular communication system according to item 11 of the scope of the patent application, further comprising a memory, wherein the value of the partial term is stored in the memory in the form of a lookup table. 如申請專利範圍第12項所述的用於在蜂窩通信系統中進行干擾消除的裝置,其中所述查找表包括相對於干擾對雜訊比的所述偏項的所述值。The apparatus for interference cancellation in a cellular communication system as described in claim 12 of the scope of patent application, wherein the lookup table includes the value of the bias term relative to the interference-to-noise ratio. 如申請專利範圍第12項所述的用於在蜂窩通信系統中進行干擾消除的裝置,其中所述查找表包括4階正交調幅、16階正交調幅、64階正交調幅、及256階正交調幅中的至少一者作為「q」的所述值。The apparatus for interference cancellation in a cellular communication system according to item 12 of the scope of patent application, wherein the lookup table includes 4th-order orthogonal amplitude modulation, 16th-order orthogonal amplitude modulation, 64th-order orthogonal amplitude modulation, and 256-order At least one of the quadrature amplitude modulations is taken as the value of "q". 如申請專利範圍第9項所述的用於在蜂窩通信系統中進行干擾消除的裝置,其中所述干擾信號的傳輸模式是l=2的TM 2、l=2的TM 4、或l=1的TM 6中的一者。The apparatus for performing interference cancellation in a cellular communication system according to item 9 of the scope of the patent application, wherein the transmission mode of the interference signal is TM of l = 2, TM of l = 2, or l = 1 One of TM 6. 如申請專利範圍第11項所述的用於在蜂窩通信系統中進行干擾消除的裝置,其中所述最大似然性決策度量M被表達為如下:其中「rk」是在資源元(RE)k中接收的信號向量,是雜訊向量的分佈,是伺服資料的有效通道矩陣,「K」是資源元的數目,是伺服資料向量,是干擾資料向量,是干擾通道矩陣,是干擾預編碼矩陣,是「l」及「q」中的可用干擾符號向量之群組,且△(l,p,q,σ n )是偏項。The apparatus for interference cancellation in a cellular communication system as described in item 11 of the scope of the patent application, wherein the maximum likelihood decision metric M is expressed as follows: Where "r k " is the signal vector received in the resource element (RE) k, Is the distribution of the noise vector, Is the effective channel matrix of servo data, "K" is the number of resource elements, Is the servo data vector, Is the interference data vector, Is the interference channel matrix, Is the interference precoding matrix, Is "l" and "q" in the group of available interference symbol vector, and △ (l, p, q, σ n) is a bias term. 如申請專利範圍第9項所述的用於在蜂窩通信系統中進行干擾消除的裝置,其中所確定的「l」、「p」及「q」的所述值是使所述最大似然性決策度量最大化的值。The device for interference cancellation in a cellular communication system as described in item 9 of the scope of patent application, wherein said determined values of "l", "p" and "q" are such that said maximum likelihood The value at which the decision metric is maximized. 如申請專利範圍第16項所述的用於在蜂窩通信系統中進行干擾消除的裝置,其中分別是,其使被表達為以下方程式的歐幾里得距離最小化: Apparatus for interference cancellation in a cellular communication system as described in claim 16 of the scope of patent application, wherein versus Are versus , Which minimizes the Euclidean distance expressed as: 如申請專利範圍第9項所述的用於在蜂窩通信系統中進行干擾消除的裝置,更包括:多個天線,用以在多輸入多輸出鏈路中傳送及接收信號。The device for interference cancellation in a cellular communication system according to item 9 of the scope of patent application, further includes: multiple antennas for transmitting and receiving signals in a multiple-input multiple-output link. 一種用於在蜂窩通信系統中進行干擾消除的晶片組,用以:自一或多個基地台接收信號,所述信號包括所需信號及干擾信號;確定最大似然性決策度量,以確定所述干擾信號的秩指示符之值「l」、預編碼矩陣指示符之值「p」、及調變位準之值「q」;對所述最大似然性決策度量應用演算法,並對所述最大似然性決策度量中所包含的伺服資料向量及干擾資料向量應用最大對數近似;利用所述所應用最大似然性決策度量來確定所述值「l」、所述值「p」及所述值「q」;以及利用所確定的所述值「l」、所述值「p」及所述值「q」自所述所接收信號中消除所述干擾信號。A chipset for interference cancellation in a cellular communication system is used to: receive signals from one or more base stations, the signals including required signals and interference signals; determine a maximum likelihood decision metric to determine all The value of the rank indicator "l" of the interference signal, the value "p" of the precoding matrix indicator, and the value "q" of the modulation level; an algorithm is applied to the maximum likelihood decision metric, The maximum logarithmic approximation is applied to the servo data vector and the interference data vector included in the maximum likelihood decision metric; the value "l", the value "p" are determined using the applied maximum likelihood decision metric And the value "q"; and using the determined value "l", the value "p", and the value "q" to eliminate the interference signal from the received signal.
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