Chi Zhang’s research while affiliated with Beijing University of Posts and Telecommunications and other places

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Publications (15)


Distributed uplink interference coordination via pricing in HSPA+ HetNet
  • Conference Paper

September 2014

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3 Reads

Rongqian Qin

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Yongyu Chang

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Daixu Zheng

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[...]

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Dacheng Yang



Quasi-distributed Interference Coordination for HSPA HetNet

February 2014

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16 Reads

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4 Citations

Etri Journal

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

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.


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.


Citations (4)


... In ISAC scenarios, such as autonomous driving, IBFD can facilitate simultaneous sensing of the environment and high-speed data transmission for vehicle localization and high data transmission, improving overall system efficiency [2], [3]. While the IBFD system can resolve various issues and utilize the entire capacity via simultaneous transmitting and receiving, significant self-interference power from the transmit signal causes the low signal-to-interference-plus-noise ratio (SINR) issue in the IBFD system resulting in severe degradation in receiver performance [4]. Especially considering a case of mobility as a service (MaaS) scenario where multiple small mobility devices are present in the urban or indoor environments, IBFD systems in multiple mobility devices can cause these particular low SINR issues due to doubling multiple interference signals with significant high power presence on the spectrum, as shown in Fig. 1. ...

Reference:

Successive interference cancellation-based channel estimation for self-interference cancellation in in-band full-duplex systems
Quasi-distributed Interference Coordination for HSPA HetNet
  • Citing Article
  • February 2014

Etri Journal

... These simulations add the dynamic traffic layer whereby short-lived data flows are generated at random times, mimicking the user behavior. Such simulations have recently been used in [5] and [8] to evaluate the performance of coordination schemes in LTE-Advanced and HSPA networks, respectively. Substantial throughput gains are observed, especially at the cell edge. ...

System-level analysis and evaluation of SF-DC transmit mode in HSPA+ system
  • Citing Article
  • April 2012

... Precoders/combiners with reduced hardware cost can be developed but the direct optimization of the precoding and combining weights is a major concern. Four hybrid beamforming schemes were presented in [16] based on coordinated multipoint (CoMP) techniques to mitigate inter-cell interference in multi-cell, millimeter-wave networks. The spectral efficiency comparisons of the four schemes were illustrated and investigated using two channel model-3 rd generation partnership project (3GPP) and New-York University (NYUSIM). ...

A simple hybrid coordination scheme with semi-distributed mode in multi-cell network
  • Citing Article
  • April 2012

... ECC Report 296 [12] considers co-existence of MFCNs in synchronized, unsynchronized and semi-synchronized operation in 3400-3800 MHz band. Simulation results show that the throughput degrades significantly due to the Crossed Timeslot Interference (CTI) [13]. ...

Interference Analysis and Performance Evaluation for LTE TDD System
  • Citing Conference Paper
  • April 2010