Yongyu Chang’s research while affiliated with Beijing University of Posts and Telecommunications and other places

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Publications (114)


Quasi-distributed Interference Coordination for HSPA HetNet
  • Article

February 2014

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16 Reads

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4 Citations

Etri Journal

Chi Zhang

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Yongyu Chang

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Shuqi Qin

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Dacheng Yang

The heterogeneous network (HetNet) has been discussed in detail in the Long-Term Evolution (LTE) and LTE Advanced standards. However, the standardization of High-Speed Packet Access HetNet (HSPA HetNet) launched by 3GPP is pushing at full steam. Interference coordination (IC), which is responsible for dealing with the interference in the system, remains a subject worthy of investigation in regard to HSPA HetNet. In this paper, considering the network framework of HSPA HetNet, we propose a quasi-distributed IC (QDIC) scheme to lower the interference level in the co-channel HSPA HetNet. Our QDIC scheme is constructed as slightly different energy-efficient non-cooperative games in the downlink (DL) and uplink (UL) scenarios, respectively. The existence and uniqueness of the equilibrium for these games are first revealed. Then, we derive the closed-form best responses of these games. A feasible implementation is finally developed to achieve our QDIC scheme in the practical DL and UL. Simulation results show the notable benefits of our scheme, which can indeed control the interference level and enhance the system performance.


Distributed interference coordination based on energy-efficient game in HSPA HetNet

December 2013

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6 Reads

Chi Zhang

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Yuan Zhuang

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Ying Xu

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[...]

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Dacheng Yang

Heterogeneous network (HetNet) has been discussed earlier in LTE system. But recently, there also exist some studies concerning the standardization of HSPA HetNet. Interference coordination is still a critical topic in HSPA HetNet. Considering the network architecture of HSPA HetNet, in this paper, we develop a distributed interference coordination (DIC) scheme which involves power allocation and scheduling to reduce the negative effect of interference in the downlink co-channel HSPA HetNet. Our DIC scheme is modeled as an energy-efficient non-cooperative game with QoS constraint (EENGQ). We first reveal the existence and uniqueness of the equilibrium for this game. Then, a closed-form best response of this game is derived. Finally, a feasible implementation is proposed to achieve our DIC scheme in practice. Simulation results show the notable advantages of our proposed scheme which can remarkably mitigate the interference and enhance the energy efficiency.


Cross-Point Coordination with Aggregated Scheduling and Power Allocation in Multi-Carrier MF-HSDPA

September 2013

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19 Reads

Vehicular Technology Conference, 1988, IEEE 38th

Multi-point transmission has not received adequate attention in the evolution of UMTS networks until multi-flow transmission is proposed in the HSPA+ network recently. In the multi-flow transmission, the cross-point coordination is regarded as an important technique to enhance the system performance. In the existing research, most studies have only involved the multi-flow transmission in a non-coordinated pattern and considered it in the single-carrier HSPA+ system. The major contribution of this paper is to propose a cross-point coordination scheme in the multi-carrier Multi-flow HSDPA (MF-HSDPA) network. Our scheme is able to achieve the coordination of both the aggregated scheduling and power allocation to improve the system performance in the multi-point and multi- carrier layout. Simulation results will show the advantages of the proposed scheme.


Quasi-distributed uplink interference coordination in co-channel HSPA+ heterogeneous network

September 2013

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11 Reads

Co-channel heterogeneous network (HetNet) where the conventional macro cells are underlaid with some co-channel low power node (LPN) cells has been recently introduced into HSPA+ to satisfy the rapidly growing demands for improving system coverage and capacity. However, the severe cross-tier uplink interference caused by applying the heterogeneous deployment will inevitably limit the uplink performance in HSPA+. Thus, the uplink interference issues have become a critical topic in this area. In this paper, we propose a quasi-distributed uplink interference coordination (QDUIC) scheme based on non-cooperative game with local restriction to reduce the uplink interference in HSPA+ HetNet. The existence and uniqueness of Nash equilibrium for our proposed game are justified in detail. Furthermore, to achieve our scheme in practice, we develop a feasible implementation for practical HSPA+ HetNet system. System-level simulation results show that our scheme can not only mitigate the uplink interference level, but also save the uplink power consumption and enhance the throughput performance of HSPA+ HetNet.


Cross-Tier Interference Coordination for Heterogeneous Network in MF-HSDPA System

June 2013

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11 Reads

Heterogeneous network (HetNet) which can provide the remarkable cell-splitting gain has already received adequate attention in the LTE-A system. Since the standardization of HetNet in HSPA+ is currently in progress, it is necessary to focus on the application of HetNet in the HSPA+ system. Cross- tier interference coordination is one of the crucial issues to be discussed in this area. Considering the HetNet deployment in the multi-flow HSDPA (MF- HSDPA), the main contribution of this paper is to propose a novel cross-tier interference coordination scheme in the MF-HSDPA HetNet. Our method combines the cross-tier multi-flow transmission with the adaptive time domain muting and cross-tier scheduling to deal with the interference problem. System-level simulation results will show the advantages of our proposed scheme.


Hybrid Multi-Radio Transmission Diversity Scheme to Improve Wireless TCP Performance in an Integrated LTE and HSDPA Networks

June 2013

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11 Reads

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3 Citations

The performance of Transmission Control Protocol (TCP) degrades over wireless links which are characterized by varying channel condition and high error rate. TCP misinterprets these as network congestion. In this paper, we analyze the TCP send rate of parallel multi-radio transmission diversity (MRTD) schemes with and without redundancy in heterogeneous wireless networks (HWNs). Through developing a cross-layer model, MAC layer packet error rate and link rate are taken into consideration. By comparing the performance of these schemes, we propose a hybrid MRTD scheme which aims at obtaining good tradeoff between robustness and efficiency to improve TCP performance. The feasibility of the proposed scheme is validated by user-level simulation. Moreover, system-level simulation results show that hybrid MRTD scheme improves the wireless TCP performance comparing with parallel MRTD schemes.


A cross-cell coordination scheme in multi-carrier MF-HSDPA network

June 2013

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12 Reads

Multi-point transmission has been paid attention in the evolution of multi-carrier HSPA+ networks because of its capability to deal with the negative channel conditions. Multipoint coordination is a key issue to be investigated in this area. In the existing deployment, the multi-point transmission is only applied in a non-coordinated way in the current multi-carrier Multi-flow HSDPA (MF-HSDPA) network. Besides, the metric measuring the quality of multi-point transmission is limited. In this paper, we propose a cross-cell coordination scheme which considers both the maximization of sum-rate and the minimization of packet sum-delay in multi-carrier MF-HSDPA network. The proposed scheme involves the cooperation of the cross-cell scheduling and power optimization. The cross-cell scheduling can be further divided into the intra-cell and inter-cell processes. Then, we propose a heuristic method based on the theory of flow network to solve the whole scheduling issue with a reasonable tradeoff between the performance and complexity. Simulation results will show the advantages of our proposed scheme.


Cross-tier interference coordination of macro muting based on adaptive CQI hysteresis in HSPA heterogeneous network

May 2013

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6 Reads

Heterogeneous network (HetNet) has been studied earlier in the context of LTE. But lately, there are also some discussions about HetNet in HSPA. Cross-tier interference (CTI) is an annoying issue to be investigated in the co-channel HSPA HetNet (CHH) scenario. In this paper, we will focus on the downlink CTI problem in CHH and propose a solution to mitigate it. Our scheme involves the macro muting (MM) in which macro NodeB will mute itself at some certain sub-frames to reduce the CTI level in the system. We also enhance the MM scheme by introducing the adaptive CQI hysteresis (ACH) mechanism to avoid the issue that the low power node (LPN) in HetNet may use the improper CQI for transmitting when MM is implemented. Simulation results will show the benefits of our proposed scheme.


User-specific coordination of limited feedback with power allocation in multi-point system

April 2013

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13 Reads

Coordinated multi-point transmission with limited rate feedback has been paid much attention recently due to its ability to overcome the detrimental propagation conditions. In the limited feedback multi-point transmission, how to allocate the appropriate feedback bits among the users has become a critical issue to be investigated. The existing schemes have not considered the impact of the flexible power allocation on the feedback bit allocation among the users. The main contribution of this paper is to propose a user-specific coordination scheme to dynamically coordinate the feedback bit number for each user according to the overall result of power allocation in the limited feedback multi-point transmission. We also develop an iteration algorithm to efficiently achieve the satisfactory solution of our proposed issue. Simulation results will show the advantages of our proposed scheme.


Traffic Split Scheme Based on Common Radio Resource Management in an Integrated LTE and HSDPA Networks

September 2012

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13 Reads

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14 Citations

Vehicular Technology Conference, 1988, IEEE 38th

The future wireless communication networks will integrate different radio access technologies (RATs), which are referred to as heterogeneous wireless networks (HWNs). In this paper, we deal with two data oriented access networks, the Long Term Evolution (LTE) and the high speed downlink packet access (HSDPA). Assuming that the networks can support multi-homing access and the user can be served by both networks simultaneously, we propose a traffic split scheme with the aim of maximizing the throughput based on common radio resource management (CRRM). The split ratio in the scheme is dynamically adjusted under the consideration of the user's channel quality and the network load. The simulation results show that the proposed scheme can improve the throughput, also reduce the delay of the networks compared with the scheme using the fixed split ratio.


Citations (53)


... A different line of research has considered enhancing Channel Estimation Capacity from SRS information, e.g., by using deep learning tools, hence inherently improving the utilization of SRS sequences [36]. Also, multi-user grouping has been proposed as a strategy to minimize SRS resource requirements, by bringing together users based on channel state information [37], or channel correlation [38]. ...

Reference:

Traffic-Driven Sounding Reference Signal Resource Allocation in (Beyond) 5G Networks
SRS Limited User Grouping Scheduling Algorithm for Downlink Massive MIMO Systems
  • Citing Conference Paper
  • April 2019

... The role of small cells was investigated in [20] for optimizing downlink heterogeneous cellular networks under LOS and NLOS transmissions. Beside using a convolutional neural network (CNN) in a 3-D massive MIMO channel model, LOS detection [21,22] treated the problem as a binary hypothesis test. Based on time-space-frequency channel correlation, the system in [22] aimed to improve the new radio capacity and spectral efficiency of the 5G network. ...

Channel Correlation Based Identification of LOS and NLOS in 3D Massive MIMO Systems
  • Citing Conference Paper
  • April 2019

... To tackle the local minima problem of K-means, [128] proposed a genetic algorithm based on K-means (GAK-means) to perform user grouping for obtaining the optimal UAV deployment. The aforementioned solutions consider only non-overlapping user grouping, which may lead to resource waste [130]. Neto et al. [129] exploited fuzzy C-means algorithm to construct overlapped user groups in mmWave systems, while [25] [132] investigated clustering techniques for dynamic user grouping. ...

Packet-Size Based Overlapping User Grouping in MU-MIMO Systems
  • Citing Conference Paper
  • April 2019

... There have been extensive studies that have appeared in the literature to present the potential gains of beamforming. Most of the reported work considers single cell scenarios [8,11,12]. Moreover, in the literature presenting larger-scale assessment, only physical layer metrics have been used to evaluate system performance [3,8,11,13]. ...

Multi-user Grouping Based Scheduling Algorithm in Massive MIMO Uplink Networks
  • Citing Conference Paper
  • December 2018

... The optimal number of the OPSs, that can be exploited, was fixed in [15], where half of the CI is dedicated for the channel training, while the other half is reserved for data transmission that is uplink/downlink data transmission. Standing on the spatial correlation of the channel vectors of the UEs, [16] analyzed the relationship between the users' signal-to-noise-plus-interference ratio (SINR) and the degree of correlation between the channel vectors; therefore, by properly separating the UEs of high correlation, it is possible to reach an enhanced SINR; however, perfect channel state information (CSI) is assumed, which is practically questionable. ...

SINR loss and user selection in massive MU‐MISO systems with ZFBF
  • Citing Article
  • April 2019

Etri Journal

... There are many excellent research works [3][4][5][6][7] and reviews [8][9][10] in the literature dealing with the channel estimation. In recent years, the research on channel estimation mainly focuses on the following aspects: channel estimation based on deep learning, 11,12 channel estimation based on iteration, [13][14][15] and channel estimation based on compressive sensing (CS). ...

Channel estimation for 3D MIMO system based on LOS/NLOS identification
  • Citing Article
  • Publisher preview available
  • April 2019

... To perform it in the best possible way, the Rxs within one group should not be correlated or should be correlated as little as possible. Thus, spatial correlation is an important aspect of environment analysis [2] [3]. The other aspect of the conference use case is the propagation environment. ...

CSI-RS Based Joint Grouping and Scheduling Scheme with Limited SRS Resources
  • Citing Conference Paper
  • September 2018

... The state-of-the-art analysis of the identification error rate is depicted in Fig. 8. The EFIM [9], MWT-CNN [11], CNN [12], and proposed CNN-HASSA methods are considered as the state-of-the-art methods to validate the identification error rate. The results confirm that compared with the existing methods, the proposed CNN-HASSA method offers less identification error rate with respect to all the sets described in Table 2. ...

CNN Based LOS/NLOS Identification in 3D Massive MIMO Systems
  • Citing Article
  • September 2018

IEEE Communications Letters

... To further reduce the complexity, a chordal distance method is proposed in [6] which performs selection in a way to maximize the channel matrix distance between the previously selected user and the new one. Its complexity order was regarded as the lowest one until maximum correlation value (MCV) method was not proposed in [7]. It utilizes correlation to measure the orthogonality degree between users and selects the one which has the highest value with already selected users. ...

Low complexity user selection method in 3D MU-MIMO systems
  • Citing Article
  • August 2018