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Author details

Jinkang Zhu

Publications

76

Citations

197

Publications by Year

19912024

Co-Authors:

N. C. BeaulieuJiang ChangZhikun ChenChunming ZhaoD. Deng

Show All Co-Authors (78)

Jinkang Zhu

Affiliation

CAS Key Laboratory of Wireless-Optical Communications

USTC

Hefei, China

Publication Topics

Base Station,
Channel Gain,
Deep Learning,
Deep Reinforcement Learning,
Non-orthogonal Multiple Access,
Optimization Problem,
Successive Interference Cancellation,
Time Step,
Total Bandwidth,
User Equipment,
Access Control,
Achievable Rate

Biography

Jinkang Zhu (Life Member, IEEE) received the B.S. degree in electrical engineering from Sichuan University, Chengdu, China, in 1966. In 1966, he joined the University of Science and Technology of China, Hefei, China, where he has been a Professor, since 1992. His research interests include wireless mobile communications and networks, signal processing for communications, and future wireless technologies.(Based on document published on 2 May 2024).

Publications

76

Citations

197

Publications by Year

19912024

Co-Authors:

N. C. Beaulieu
Jiang Chang
Zhikun Chen
Chunming Zhao
D. Deng

Show All Co-Authors (78)

Author's Published Works

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Showing 1-25 of 76 results

Conferences (72)

Journals (2)

Magazines (2)

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Jinkang Zhu(76)
Ling Qiu(14)
Guo Wei(11)
Zheng Du(8)
Ming Zhao(7)
PCN&SS Laboratory, University of Science and Technology, Hefei, Anhui, China(8)
University of Science and Technology, Hefei, Anhui, China(7)
PCN&SS Lab, University of Science and Technology, Hefei, Anhui, China(6)
Personal Communication Network & Spread Spectrum Laboratory, University of Science and Technology, Hefei, Anhui, China(6)
University of Science and Technology, China(4)
IEEE 54th Vehicular Technology Conference. VTC Fall 2001. Proceedings (Cat. No.01CH37211)(6)
IEEE 60th Vehicular Technology Conference, 2004. VTC2004-Fall. 2004(6)
2005 IEEE 61st Vehicular Technology Conference(5)
Vehicular Technology Conference Fall 2000. IEEE VTS Fall VTC2000. 52nd Vehicular Technology Conference (Cat. No.00CH37152)(4)
2001 International Conferences on Info-Tech and Info-Net. Proceedings (Cat. No.01EX479)(3)
IEEE(76)
Beijing, China(7)
Atlantic City, NJ, USA(6)
Boston, MA, USA(4)
Los Angeles, CA(3)
Los Angeles, CA, USA(3)
Bit Error Rate(18)
Fading Channel(17)
Additive Noise(15)
Base Station(13)
Bit Error(11)

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Results

Rate Grouping Based Non-Orthogonal Random Access Aided by Online Traffic Load Prediction

Huan Su;Jie Huang;Ming Zhao;Jinkang Zhu

2024 16th International Conference on Wireless Communications and Signal Processing (WCSP)

Year: 2024 | Conference Paper |

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With user collision being the main concern for massive random access, non-orthogonal multiple access (NOMA) is an important tool to address the issue because it allows users to share the same channel resources. However, more refined access control schemes are expected in consideration of the explosively increasing traffic in modern communication systems. In this paper, we aim to maximize the acces...Show More

Rate Grouping Based Non-Orthogonal Random Access Aided by Online Traffic Load Prediction

Huan Su;Jie Huang;Ming Zhao;Jinkang Zhu

2024 16th International Conference on Wireless Communications and Signal Processing (WCSP)

Year: 2024 | Conference Paper |

Dynamic User Clustering for MIMO-NOMA Network: Deep Reinforcement Learning Approach

Jiang Chang;Shihao Zhu;Qingzheng Tang;Ming Zhao;Jinkang Zhu

2024 16th International Conference on Wireless Communications and Signal Processing (WCSP)

Year: 2024 | Conference Paper |

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To enable the base station to serve more users, we implement multiple-input multiple-output non-orthogonal multiple access, which is capable of serving multiple users with a single beam. Therefore, it is crucial to group users according to their channel correlation before performing beamforming. Heuristic methods are commonly used, as the user clustering problem is NP-hard. However, these methods ...Show More

Dynamic User Clustering for MIMO-NOMA Network: Deep Reinforcement Learning Approach

Jiang Chang;Shihao Zhu;Qingzheng Tang;Ming Zhao;Jinkang Zhu

2024 16th International Conference on Wireless Communications and Signal Processing (WCSP)

Year: 2024 | Conference Paper |

AM based SNR and Bandwidth Estimation for Multi-level Rydberg Atomic System

Hao Wu;Shanchi Wu;Chen Gong;Shangbin Li;Rui Ni;Jinkang Zhu

2024 14th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP)

Year: 2024 | Conference Paper |

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Rydberg atomic sensors have been seen as a novel radio frequency (RF) measurements and the high sensitivity to a large range of frequencies makes it attractive for communications reception. Based on Lindblad master equation, we discuss the steady state response and bandwidth of four-level Rydberg atomic system under amplitude modulation (AM) signal. Then, we investigate the effect of laser powers ...Show More

AM based SNR and Bandwidth Estimation for Multi-level Rydberg Atomic System

Hao Wu;Shanchi Wu;Chen Gong;Shangbin Li;Rui Ni;Jinkang Zhu

2024 14th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP)

Year: 2024 | Conference Paper |

QAMA: Hierarchical QAM Based Downlink Multiple Access With a Simple Receiver

Jinkang Zhu;Shengli Zhou;Ming Zhao

IEEE Transactions on Wireless Communications

Year: 2024 | Volume: 23, Issue: 10 | Journal Article |

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In this paper, we propose a nonorthogonal downlink multiple access scheme, where the base station assigns the bit streams to different users from an adjustable hierarchical quadrature-amplitude-modulation (QAM) constellation and all users deploy a simple non-iterative receiver with the same complexity as in an orthogonal multiple access (OMA) system. We analyze the achievable information rates of ...Show More

QAMA: Hierarchical QAM Based Downlink Multiple Access With a Simple Receiver

Jinkang Zhu;Shengli Zhou;Ming Zhao

IEEE Transactions on Wireless Communications

Year: 2024 | Volume: 23, Issue: 10 | Journal Article |

Adaptive User Selection and Bandwidth Allocation for Fast Convergence of Federated Learning in Wireless Networks

Jiaqi Pan;Zhikun Chen;Ming Zhao;Sihai Zhang;Jinkang Zhu

2023 International Conference on Future Communications and Networks (FCN)

Year: 2023 | Conference Paper |

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In resource constrained wireless networks, federated learning (FL) will meet a certain degree of heterogeneity, such as the non independent and identically distributed (non-i.i.d) data, the various communication schemes, the different computation capabilities of massive network users. Under these heterogeneity, the convergence latency of the global model built by FL may increase. Therefore, we fir...Show More

Adaptive User Selection and Bandwidth Allocation for Fast Convergence of Federated Learning in Wireless Networks

Jiaqi Pan;Zhikun Chen;Ming Zhao;Sihai Zhang;Jinkang Zhu

2023 International Conference on Future Communications and Networks (FCN)

Year: 2023 | Conference Paper |

Benefits analysis of beam hopping in satellite mobile system with unevenly distributed traffic

Yitao Li;Zhongqiang Luo;Wuyang Zhou;Jinkang Zhu

China Communications

Year: 2021 | Volume: 18, Issue: 9 | Magazine Article |

Cited by: Papers (13)

Satellite mobile system and space-air- ground integrated network have a prominent superiority in global coverage which plays a critical role in remote and non-land regions, as well as emergency communications. However, due to the gradual angle attenuations of the satellite antennas, it is difficult to achieve full frequency multiplex among different beams as terrestrial 5G network. Multi-color fre...Show More

Benefits analysis of beam hopping in satellite mobile system with unevenly distributed traffic

Yitao Li;Zhongqiang Luo;Wuyang Zhou;Jinkang Zhu

China Communications

Year: 2021 | Volume: 18, Issue: 9 | Magazine Article |

Foundation study on wireless big data: Concept, mining, learning and practices

Jinkang Zhu;Chen Gong;Sihai Zhang;Ming Zhao;Wuyang Zhou

China Communications

Year: 2018 | Volume: 15, Issue: 12 | Magazine Article |

Cited by: Papers (6)

Facing the development of future 5G, the emerging technologies such as Internet of things, big data, cloud computing, and artificial intelligence is enhancing an explosive growth in data traffic. Radical changes in communication theory and implement technologies, the wireless communications and wireless networks have entered a new era. Among them, wireless big data (WBD) has tremendous value, and ...Show More

Foundation study on wireless big data: Concept, mining, learning and practices

Jinkang Zhu;Chen Gong;Sihai Zhang;Ming Zhao;Wuyang Zhou

China Communications

Year: 2018 | Volume: 15, Issue: 12 | Magazine Article |

Energy-efficient scheduling of delay constrained traffic under practical power model

Haibao Ren;Ming Zhao;Wuyang Zhou;Jinkang Zhu

2013 IEEE Wireless Communications and Networking Conference Workshops (WCNCW)

Year: 2013 | Conference Paper |

Cited by: Papers (2)

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In this paper, we focus on the delay constrained scheduling problem for wireless link communication under the practical concerns, such as the practical power consumption of transmitter and energy used for channel estimation. In particular, we target to design an energy-efficient scheduling policy that minimizes the total energy expenditure while satisfying the deadline constraint based on knowledg...Show More

Energy-efficient scheduling of delay constrained traffic under practical power model

Haibao Ren;Ming Zhao;Wuyang Zhou;Jinkang Zhu

2013 IEEE Wireless Communications and Networking Conference Workshops (WCNCW)

Year: 2013 | Conference Paper |

A new cognitive mobile communication system

Hua Hou;Yongqiang Ma;Xiaojin Ma;Wuyang Zhou;Jinkang Zhu

2008 11th IEEE International Conference on Communication Technology

Year: 2008 | Conference Paper |

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A new cognitive mobile communication system (CCMCS) is proposed in this paper, which can utilize the unlicensed frequency sufficiently, protect the investment of networks existed and support its evolution. Through the effective application of variable-band OFDM and multiband OFDM, the system can connect several narrowbands into a wideband, and support high speed data transmit. Synchronization to t...Show More

A new cognitive mobile communication system

Hua Hou;Yongqiang Ma;Xiaojin Ma;Wuyang Zhou;Jinkang Zhu

2008 11th IEEE International Conference on Communication Technology

Year: 2008 | Conference Paper |

Transmit Antenna Selection for Linear Dispersion Codes Based on Linear Receiver

D. Deng;Ming Zhao;Jinkang Zhu

2006 IEEE 63rd Vehicular Technology Conference

Year: 2006 | Conference Paper |

Cited by: Papers (6)

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In an effort to utilize the advantage of using multiple antennas, transmit antenna selection for linear dispersion codes (LDC-TAS) is proposed in this paper. We present three criteria: maximum channel gain, maximum capacity and max-min post-SNR, for selecting the optimal transmit antennas when linear, coherent receiver is used over a slowly varying channel. Simulation results suggest that the max-...Show More

Transmit Antenna Selection for Linear Dispersion Codes Based on Linear Receiver

D. Deng;Ming Zhao;Jinkang Zhu

2006 IEEE 63rd Vehicular Technology Conference

Year: 2006 | Volume: 6 | Conference Paper |

A Two-stage Iterative Successive Detection Algorithm for V-BLAST Code

Zhangsheng Xu;Jinkang Zhu

2006 IEEE 63rd Vehicular Technology Conference

Year: 2006 | Conference Paper |

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V-BLAST(Vertical Bell Lab Layered Space-time) is an attracting space-time code structure because it can get significantly higher capacity than SISO system in Rayleigh fading environments. To optimize ber, computational complexity, time delay or other targets, many different detection algorithms are proposed in recent years. In this paper, we proposed a two-stage detection algorithm for V-BLAST, in...Show More

A Two-stage Iterative Successive Detection Algorithm for V-BLAST Code

Zhangsheng Xu;Jinkang Zhu

2006 IEEE 63rd Vehicular Technology Conference

Year: 2006 | Volume: 5 | Conference Paper |

Linear time encoding of cycle GF(2/sup p/) codes through graph analysis

Jie Huang;Jinkang Zhu

IEEE Communications Letters

Year: 2006 | Volume: 10, Issue: 5 | Journal Article |

Cited by: Papers (24) | Patents (1)

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In this letter, we present a linear-complexity encoding algorithm for any cycle GF(2/sup P/) code C/sub E/(G,H). We just need to investigate the case where G is a nontrivial connected graph. If G is a tree, the only codeword is the all-zero word. If G is not a tree, first, we show that through graph analysis H can be transformed into an equivalent block-diagonal upper-triangular form simply by per...Show More

Linear time encoding of cycle GF(2/sup p/) codes through graph analysis

Jie Huang;Jinkang Zhu

IEEE Communications Letters

Year: 2006 | Volume: 10, Issue: 5 | Journal Article |

Low complexity power control approach based on MMSE detection for V-BLAST

Kun Zhao;Ling Qiu;Jinkang Zhu;Yanhua Si

2005 IEEE 16th International Symposium on Personal, Indoor and Mobile Radio Communications

Year: 2005 | Conference Paper |

Cited by: Papers (2)

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A low complexity per-antenna power control (PAPC) approach based on minimum mean squared error (MMSE) detector for V-BLAST is proposed in this paper. The PAPC approach is for minimum bit error rate (BER) averaged over all substreams, when the data throughput and the total transmit power keeps constant over time. Simulation results show that the power-controlled V-BLAST (P-BLAST) outperforms the co...Show More

Low complexity power control approach based on MMSE detection for V-BLAST

Kun Zhao;Ling Qiu;Jinkang Zhu;Yanhua Si

2005 IEEE 16th International Symposium on Personal, Indoor and Mobile Radio Communications

Year: 2005 | Volume: 2 | Conference Paper |

Reduced complexity peak-to-average power ratio reduction for OFDM by selective time domain filtering

Zheng Du;N.C. Beaulieu;Jinkang Zhu

GLOBECOM '05. IEEE Global Telecommunications Conference, 2005.

Year: 2005 | Conference Paper |

Cited by: Papers (1)

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A new scheme, selective time domain filtering, that has significantly reduced complexity compared to the SLM scheme, which only relies on conventional channel estimation and demodulation techniques for multipath fading channels to recover the data, is proposed. Computer simulations indicate that the new scheme suffers only a small loss in performance in exchange for significant reduction in comple...Show More

Reduced complexity peak-to-average power ratio reduction for OFDM by selective time domain filtering

Zheng Du;N.C. Beaulieu;Jinkang Zhu

GLOBECOM '05. IEEE Global Telecommunications Conference, 2005.

Year: 2005 | Volume: 5 | Conference Paper |

A novel adaptive equalization algorithm for MIMO communication system

Liang Zhou;Ling Qiu;Jinkang Zhu

VTC-2005-Fall. 2005 IEEE 62nd Vehicular Technology Conference, 2005.

Year: 2005 | Conference Paper |

Cited by: Papers (5)

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First Page of the Article

A novel adaptive equalization algorithm for MIMO communication system

Liang Zhou;Ling Qiu;Jinkang Zhu

VTC-2005-Fall. 2005 IEEE 62nd Vehicular Technology Conference, 2005.

Year: 2005 | Volume: 4 | Conference Paper |

A Jitter-Robust High Data Rate Impulse Radio System with an Orthogonal Sinusoidal Correlation Receiver

Han Huang;Huarui Yin;Guo Wei;Jinkang Zhu

2005 International Conference on Wireless Networks, Communications and Mobile Computing

Year: 2005 | Conference Paper |

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In this paper, the impulse radio (IR) system of pulse position amplitude modulation (PPAM) using an orthogonal sinusoidal correlation receiver (OSCR) is proposed. PPAM combines pulse position modulation (PPM) with pulse amplitude modulation (PAM) to provide higher data throughput with low computational complexity. But the performance of PPAM is considerably sensitive to timing jitter. OSCR has rem...Show More

A Jitter-Robust High Data Rate Impulse Radio System with an Orthogonal Sinusoidal Correlation Receiver

Han Huang;Huarui Yin;Guo Wei;Jinkang Zhu

2005 International Conference on Wireless Networks, Communications and Mobile Computing

Year: 2005 | Volume: 2 | Conference Paper |

An efficiency multiuser diversity scheme with partial feedback on common uplink channel

Ming Gong;Ling Qiu;Jinkang Zhu

2005 IEEE 61st Vehicular Technology Conference

Year: 2005 | Conference Paper |

Cited by: Papers (1)

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In the multiple antenna multiuser systems, multiuser diversity technique is a simple but practical technique to increase system throughput, especially when many users exist. This, however, may cost too much radio resource for the feedback request of channel quality metrics for each user in every slot. By investigating the throughput performance of multiuser diversity system with random beamforming...Show More

An efficiency multiuser diversity scheme with partial feedback on common uplink channel

Ming Gong;Ling Qiu;Jinkang Zhu

2005 IEEE 61st Vehicular Technology Conference

Year: 2005 | Volume: 3 | Conference Paper |

Blind estimation of frequency offset and time delay in uplink OFDMA

Meng Hua;Jinkang Zhu

2005 IEEE 61st Vehicular Technology Conference

Year: 2005 | Conference Paper |

Cited by: Papers (2)

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In this article, we propose a blind synchronization algorithm for the uplink OFDMA system. The algorithm exploits the second-order cyclostationarity of the received signal, to estimate the frequency offset and time delay under the different subcarrier allocation schemes. The performance of high resolution and immune to the effect of noise and interference is evaluated through simulation results.Show More

Blind estimation of frequency offset and time delay in uplink OFDMA

Meng Hua;Jinkang Zhu

2005 IEEE 61st Vehicular Technology Conference

Year: 2005 | Volume: 3 | Conference Paper |

SAGE based channel estimation and delay tracking scheme in OFDM systems

Shengli Zhang;Jinkang Zhu

2005 IEEE 61st Vehicular Technology Conference

Year: 2005 | Conference Paper |

Cited by: Patents (1)

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Pilot subcarriers based channel estimation is necessary in high rate and high speed OFDM systems. In this paper, we present a new channel estimation and delay tracking method in a SAGE (space alternating generalized expectation maximization) framework. The proposed method uses much fewer pilots with special positions that are related to the path number and path delays. The method considered not on...Show More

SAGE based channel estimation and delay tracking scheme in OFDM systems

Shengli Zhang;Jinkang Zhu

2005 IEEE 61st Vehicular Technology Conference

Year: 2005 | Volume: 2 | Conference Paper |

A blind uplink OFDM synchronization algorithm based on cyclostationarity

Meng Hua;Jinkang Zhu

2005 IEEE 61st Vehicular Technology Conference

Year: 2005 | Conference Paper |

Cited by: Patents (1)

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A blind uplink synchronization algorithm of multiuser OFDM system is introduced in this article. The algorithm exploits the second-order cyclostationarity of the received signal, to estimate the carrier frequency offset and symbol time delay of every user. And a modified frequency offset estimation algorithm based on second-order conjugate cyclostationarity is proposed too. The characteristic of h...Show More

A blind uplink OFDM synchronization algorithm based on cyclostationarity

Meng Hua;Jinkang Zhu

2005 IEEE 61st Vehicular Technology Conference

Year: 2005 | Volume: 2 | Conference Paper |

A novel SNR estimation algorithm for OFDM

Huilin Xu;Guo Wei;Jinkang Zhu

2005 IEEE 61st Vehicular Technology Conference

Year: 2005 | Conference Paper |

Cited by: Papers (27) | Patents (4)

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In this paper, we extend the traditional SNR estimation algorithms defined in complex AGWN channel to time variant linear channel and present a new SNR estimation algorithm for OFDM system. We compare our algorithm with two moment-based algorithms. Simulation results show that the new algorithm performs better in large Doppler frequency environments and is insensitive to the statistical characteri...Show More

A novel SNR estimation algorithm for OFDM

Huilin Xu;Guo Wei;Jinkang Zhu

2005 IEEE 61st Vehicular Technology Conference

Year: 2005 | Volume: 5 | Conference Paper |

A Novel Time and Frequency Synchronization Approach for OFDM Systems

Jibin Wang;Jinkang Zhu

Third International Conference on Information Technology and Applications (ICITA'05)

Year: 2005 | Conference Paper |

Cited by: Papers (4)

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In this paper a novel time and frequency synchronization method for orthogonal frequency-division multiplexing (OFDM) system is proposed. Preamble symbols are not used for synchronization like traditional solutions, thus the overhead of preambles can be eliminated and the spectrum efficiency of the system can be increased greatly, especially for short data bursts. It uses the cyclic prefix for coa...Show More

A Novel Time and Frequency Synchronization Approach for OFDM Systems

Jibin Wang;Jinkang Zhu

Third International Conference on Information Technology and Applications (ICITA'05)

Year: 2005 | Volume: 2 | Conference Paper |

A closed-form result for the average pairwise error probability of t = 2, r = 1 differential cyclic unitary space-time modulation

Zheng Du;N.C. Neaulieu;Jinkang Zhu

IEEE Wireless Communications and Networking Conference, 2005

Year: 2005 | Conference Paper |

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A closed-form expression for the pairwise error probability of cyclic unitary space-time codes with t=2 and r=1 is obtained. Additionally, this result is used to obtain an upper bound to the symbol error rate of cyclic unitary differential space-time group codes. It is also shown that these techniques can be used to approximate the symbol error rate of dicyclic unitary differential space-time grou...Show More

A closed-form result for the average pairwise error probability of t = 2, r = 1 differential cyclic unitary space-time modulation

Zheng Du;N.C. Neaulieu;Jinkang Zhu

IEEE Wireless Communications and Networking Conference, 2005

Year: 2005 | Volume: 1 | Conference Paper |

An improved M-ary MC-CDMA for mobile communication systems

Yanjun Hu;Jinkang Zhu

2004 Asia-Pacific Radio Science Conference, 2004. Proceedings.

Year: 2004 | Conference Paper |

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The multi-carrier (MC) CDMA technique can reduce the interference and improve the performance of the system in fading channels. In this paper, to transmit high rate data, an improved novel M-ary MC-CDMA technique is proposed, which offers a much higher spectral efficiency. We give numerical results of the performance analysis and comparisons of conventional MC-CDMA schemes with the proposed M-ary ...Show More

An improved M-ary MC-CDMA for mobile communication systems

Yanjun Hu;Jinkang Zhu

2004 Asia-Pacific Radio Science Conference, 2004. Proceedings.

Year: 2004 | Conference Paper |

A novel frequency synchronization method for wireless OFDM systems

Zhen Shang;Xuehong Mao;Jinkang Zhu

IEEE 60th Vehicular Technology Conference, 2004. VTC2004-Fall. 2004

Year: 2004 | Conference Paper |

Cited by: Papers (2) | Patents (2)

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In this paper, we propose a new frequency synchronization method for wireless orthogonal frequency division multiplexing (OFDM) systems. The method exploits the pilots' energy efficiently by collecting the energy leaked into the neighbor subcarriers, and provides the coarse and fine estimation of the frequency offset at the same time. Furthermore, an adaptive accumulator is used to attain a good t...Show More

A novel frequency synchronization method for wireless OFDM systems

Zhen Shang;Xuehong Mao;Jinkang Zhu

IEEE 60th Vehicular Technology Conference, 2004. VTC2004-Fall. 2004

Year: 2004 | Volume: 7 | Conference Paper |

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