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Featured researches published by Anxin Li.


vehicular technology conference | 2013

Non-Orthogonal Multiple Access (NOMA) for Cellular Future Radio Access

Yuya Saito; Yoshihisa Kishiyama; Anass Benjebbour; Takehiro Nakamura; Anxin Li; Kenichi Higuchi

This paper presents a non-orthogonal multiple access (NOMA) concept for cellular future radio access (FRA) towards the 2020s information society. Different from the current LTE radio access scheme (until Release 11), NOMA superposes multiple users in the power domain although its basic signal waveform could be based on the orthogonal frequency division multiple access (OFDMA) or the discrete Fourier transform (DFT)-spread OFDM the same as LTE baseline. In our concept, NOMA adopts a successive interference cancellation (SIC) receiver as the baseline receiver scheme for robust multiple access, considering the expected evolution of device processing capabilities in the future. Based on system-level evaluations, we show that the downlink NOMA with SIC improves both the capacity and cell-edge user throughput performance irrespective of the availability of the frequency-selective channel quality indicator (CQI) on the base station side. Furthermore, we discuss possible extensions of NOMA by jointly applying multi-antenna/site technologies with a proposed NOMA/MIMO scheme using SIC and an interference rejection combining (IRC) receiver to achieve further capacity gains, e.g., a three-fold gain in the spectrum efficiency representing a challenging target for FRA.


international symposium on intelligent signal processing and communication systems | 2013

Concept and practical considerations of non-orthogonal multiple access (NOMA) for future radio access

Anass Benjebbour; Yuya Saito; Yoshihisa Kishiyama; Anxin Li; Atsushi Harada; Takehiro Nakamura

As a promising downlink multiple access scheme for future radio access (FRA), this paper discusses the concept and practical considerations of non-orthogonal multiple access (NOMA) with a successive interference canceller (SIC) at the receiver side. The goal is to clarify the benefits of NOMA over orthogonal multiple access (OMA) such as OFDMA adopted by Long-Term Evolution (LTE). Practical considerations of NOMA, such as multi-user power allocation, signalling overhead, SIC error propagation, performance in high mobility scenarios, and combination with multiple input multiple output (MIMO) are discussed. Using computer simulations, we provide system-level performance of NOMA taking into account practical aspects of the cellular system and some of the key parameters and functionalities of the LTE radio interface such as adaptive modulation and coding (AMC) and frequency-domain scheduling. We show under multiple configurations that the system-level performance achieved by NOMA is higher by more than 30% compared to OMA.


global communications conference | 2013

System-level performance of downlink NOMA for future LTE enhancements

Anass Benjebbovu; Anxin Li; Yuya Saito; Yoshihisa Kishiyama; Atsushi Harada; Takehiro Nakamura

This paper investigates the system-level performance of downlink non-orthogonal multiple access (NOMA) with power-domain user multiplexing at the transmitter side and successive interference canceller (SIC) on the receiver side. The goal is to clarify the performance gains of NOMA for future LTE (Long-Term Evolution) enhancements, taking into account design aspects related to the LTE radio interface such as, frequency-domain scheduling with adaptive modulation and coding (AMC), and NOMA specific functionalities such as error propagation of SIC receiver, multi-user pairing and transmit power allocation. In particular, a pre-defined user grouping and fixed per-group power allocation are proposed to reduce the overhead associated with power allocation signalling. Based on computer simulations, we show that for both wideband and subband scheduling and both low and high mobility scenarios, NOMA can still provide a hefty portion of its expected gains even with error propagation, and also when the proposed simplified user grouping and power allocation are used.


vehicular technology conference | 2015

Receiver Design for Downlink Non-Orthogonal Multiple Access (NOMA)

Chunlin Yan; Atsushi Harada; Anass Benjebbour; Yang Lan; Anxin Li; Huiling Jiang

Non-orthogonal multiple access (NOMA) is one of the promising radio access techniques for further cellular enhancements toward 5G. Compared to orthogonal multiple access (OMA) such as orthogonal frequency-division multiple access (OFDMA), large performance gains were confirmed via system-level simulations. However, NOMA link-level simulations and the design of the receiver remain of great importance to validate NOMA performance gains. In this paper, we evaluate downlink NOMA link-level performance with multiple receiver designs and propose a novel NOMA transmitter and receiver design, where the signals of multi-users are jointly modulated at transmitter side and detected at receiver side. The predominant advantage of the proposed scheme is that at receiver side interference cancellation to the interference signal is not needed, thus low complexity is achieved. The performances of codeword-level SIC, symbol-level SIC and the proposed receiver are evaluated and compared with ideal SIC. Simulation results show that compared with ideal SIC, downlink NOMA link-level performance depends on actual receiver design and the difference in the power ratio split between the cell edge user and cell center user. In particular, it is shown that codeword-level SIC and the proposed receiver can both provide a good performance even when the power ratio difference between the cell center user and cell edge user is small and with real channel estimation.


vehicular technology conference | 2014

Multi-User Proportional Fair Scheduling for Uplink Non-Orthogonal Multiple Access (NOMA)

Xiaohang Chen; Anass Benjebbour; Anxin Li; Atsushi Harada

Non-orthogonal multiple access (NOMA) is a promising radio access technique for LTE release 13 and beyond. In this paper, we focus on the investigation of the system performance for uplink NOMA with an advanced successive interference cancellation (SIC) receiver applied in the base station side. In NOMA, more than one user can be multiplexed simultaneously in the same frequency bandwidth, which demands multi-user scheduling. In our study, we propose an enhanced proportional fair (PF) based scheduling scheme for non-orthogonal multiplexed users with contiguous resource allocation to retain the SC-FDM property. In order to reduce the scheduling complexity for non-orthogonal multiple access, a greedy consecutive resource allocation method is adopted. Moreover, since the interference condition becomes more complicated in NOMA, we consider the application of fractional frequency reuse (FFR) to NOMA to further enhance the performance of cell-edge users. In simulation results, the system performance of NOMA by using the proposed PF-based scheduling algorithm is evaluated. The results show that NOMA significantly enhances the uplink system performance compared to the conventional orthogonal multiple access.


global communications conference | 2014

System-level performance of downlink NOMA combined with SU-MIMO for future LTE enhancements

Anass Benjebbour; Anxin Li; Yoshihisa Kishiyama; Huiling Jiang; Takehiro Nakamura

This paper investigates the system-level performance of downlink non-orthogonal multiple access (NOMA) combined with single user MIMO (SU-MIMO) for future LTE (Long-Term Evolution) enhancements. The goal is to clarify the performance gains of NOMA combined with SU-MIMO transmission, taking into account the LTE radio interface such as frequency-domain scheduling, adaptive modulation and coding (AMC), and NOMA specific functionalities such as multi-user pairing/ordering and transmit power allocation. In particular, we propose practical schemes to efficiently combine NOMA with open-loop SU-MIMO (Transmission Mode 3: TM3) and closed-loop SU-MIMO (Transmission Mode 4: TM4) specified in LTE. Based on computer simulations, we compare NOMA performance gains for different granularities of scheduling and MCS (modulation and coding scheme) selection, for both genie-aided channel quality information (CQI) estimation and approximated CQI estimation, and using different number of power sets. Evaluation results show that NOMA can still provide a hefty portion of its expected gains even with approximated CQI estimation and limited number of power sets, and also when LTE compliant subband scheduling and wideband MCS are applied.


IEEE Communications Magazine | 2016

Non-orthogonal transmission technology in LTE evolution

Yifei Yuan; Zhifeng Yuan; Guanghui Yu; Chien-hwa Hwang; Pei-kai Liao; Anxin Li; Kazuaki Takeda

Non-orthogonal transmission, although not entirely new to the wireless industry, is gaining more attention due to its promised throughput gain and unique capability to support a large number of simultaneous transmissions within limited resources. In this article, several key techniques for non-orthogonal transmission are discussed. The downlink technique is featured by MUST, which is being specified in 3GPP for mobile broadband services. In the uplink, grantfree schemes such as multi-user shared access and sparse code multiple access, are promising in supporting massive machine-type communication services. The multi-antenna aspect is also addressed in the context of MUST, showing that MIMO technology and non-orthogonal transmission can be used jointly to provide combined gain.


international conference on wireless networks | 2015

Non-orthogonal multiple access (NOMA): Concept, performance evaluation and experimental trials

Anass Benjebbour; Keisuke Saito; Anxin Li; Yoshihisa Kishiyama; Takehiro Nakamura

Non-orthogonal multiple access (NOMA) has been attracting a lot of attention as a promising downlink multiple access scheme for LTE enhancements and 5G. This paper introduces an overview of the concept, performance evaluation gains and our experimental trials related to NOMA. The goal is to clarify the benefits of NOMA over orthogonal multiple access (OMA) such as OFDMA adopted by Long-Term Evolution (LTE), also its combination with MIMO is discussed. Using computer simulations, NOMA performance gains are assessed from both link-level and system-level perspectives. Also, our NOMA test-bed and the measurement results are explained. Our evaluation results and measurements show that NOMA provides higher gains compared to OFDMA. These gains are more than 30%.


personal, indoor and mobile radio communications | 2009

Low-complexity downlink coordination scheme for multi-user CoMP in LTE-Advanced system

Xinying Gao; Anxin Li; Hidetoshi Kayama

Coordinated multiple point transmission/reception (CoMP) has been investigated recently as a promising technology to fulfill the requirements of LTE-Advanced. This paper proposes a downlink coordination scheme applied in the CoMP cooperating set to provide best groups of CoMP transmission points and scheduled users for multi-user multi-input multi-output (MU-MIMO) operation with partial channel state information (CSI) and low complexity. First, based on the analysis of composite channel characteristics and feedback overhead, the large-scale channel matrix is proposed for MU-MIMO precoding by using long-term channel statistics. The benefits are easy to acquire and highly reduced feedback overhead. The throughput loss is demonstrated to be acceptable in contrast to using instantaneous CSI via linear precoding. Second, a downlink construction algorithm is developed based on the greedy process, in which a simple channel orthogonality metric is proposed to pre-select the links that are worthwhile for joint processing so as to reduce the scheduling complexity and avoid ill-conditioned channel matrix. About 20% throughput gain is achieved over non-coordination scheme using the same scheduling criterion. The proposed scheme is not limited to any structures of CoMP cooperating set or wireless environments.


China Communications | 2015

Non-orthogonal multiple access (NOMA) for future downlink radio access of 5G

Anxin Li; Yang Lan; Xiaohang Chen; Huiling Jiang

Multiple access (MA) technology is of most importance for 5G. Non-orthogonal multiple access (NOMA) utilizing power domain and advanced receiver has been considered as a promising candidate MA technology recently. In this paper, the NOMA concept is presented toward future enhancements of spectrum efficiency in lower frequency bands for downlink of 5G system. Key component technologies of NOMA are presented and discussed including multiuser transmission power allocation, scheduling algorithm, receiver design and combination of NOMA with multi-antenna technology. The performance gains of NOMA are evaluated by system-level simulations with very practical assumptions. Under multiple configurations and setups, the achievable system-level gains of NOMA are shown promising even when practical considerations were taken into account.

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Xiangming Li

Beijing Institute of Technology

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Meixia Tao

Shanghai Jiao Tong University

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Kenichi Higuchi

Tokyo University of Science

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Aihua Wang

Beijing Institute of Technology

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Hanxiao Yu

Beijing Institute of Technology

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Jianping An

Beijing Institute of Technology

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Mingxi Zhang

Shanghai Jiao Tong University

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