畢宿志

畢宿志，畢業於香港中文大學，博士，深圳大學電子與信息工程學院副教授。

基本介紹

• 中文名：畢宿志
• 學位/學歷：博士
• 職業：教師
• 專業方向：無線通信與網路
• 任職院校：深圳大學信息工程學院

人物經歷

2018-至今： 深圳大學 電子與信息工程學院，副教授

2015-2017： 深圳大學 電子與信息工程學院（前信息工程學院），講師

2013-2015： 新加坡國立大學 電氣和計算機工程學院，博士後研究員

2009-2013： 香港中文大學 信息工程學院，博士

2005-2009： 浙江大學 竺可楨學院/電子信息工程學院，學士

榮譽獎項

2018 入選廣東省“青年珠江學者”計畫

2018 深圳大學優秀青年教師（荔園優青）第二階段

2016 深圳市孔雀計畫C類海外引進人才

2015 深圳大學優秀青年教師（荔園優青）第一階段

2013 IEEE SmartGridComm 會議最佳論文

2012 香港中文大學傑出科研交流獎學金

研究方向

無線通信與網路，移動計算，無線電能量傳輸，智慧型電網以及相關領域的最佳化

主講課程

教授課程：數據通信和計算機網路，隨機信號處理，資訊理論與編碼

學術成果

主持科研項目（部分）：

1. 國家自然科學基金面上項目，“面向無源邊緣計算的新型物聯網中計算性能最最佳化方案研究”，60萬，2019/01-2022/12,在研，項目負責人。

2. 國家自然科學基金青年項目,“面向無線電力傳輸的寬頻通信網路布局最佳化和充電控制關鍵技術研究”,25萬,2016/01-2018/12,在研,項目負責人。

3. 廣東省教育廳特色創新項目，“面向無源邊緣計算的物聯網中資源最佳化分配關鍵算法研究”，10 萬，2018/01-2019/12，在研，項目負責人

4. 深圳市科技創新委基礎研究項目,“基於無線供電的感測器網路中信息和能量聯合傳輸控制研究”,30萬,2017/01-2018/12,在研,項目負責人。

代表論文（完整列表請見研究團隊主頁）：

（*表示通訊作者，藍色期刊名表示中科院JCR一區/二區期刊）

圖書章節：

1. S. Bi, R. Zhang, Z. Ding, and S. Cui, “Big data wireless communication: challenges and opportunities,” inBig Data over Networks, edited by S. Cui, A. Hero, Z-Q. Luo, and J. Moura, Cambridge University Press, 2015.

無線通信領域：

1. J. Yan, S. Bi, Y. J. Zhang, and M. Tao, "Optimal task offloading and resource allocation in mobile-edge computing with inter-user task dependency," accepted by IEEE Transactions on Wireless Communications.

2. L. Huang, S. Bi, and Y. J. Zhang, "Deep reinforcement learning for online computation offloading in wireless powered mobile-edge computing networks," IEEE Transactions on Mobile Computing, DOI:10.1109/TMC.2019.2928811, Jul. 2019. [GitHub Codes]

3. S. Bi and Y. J. Zhang, "Computation rate maximization for wireless powered mobile-edge computing with binary computation offloading," IEEE Transactions on Wireless Communications, vol. 17, no. 6, pp. 4177-4190, June 2018. (ESI高被引用論文,引用率前1%)

4. Y. X. Zhang, S. Bi*, and Y. J. Zhang, "Joint spectrum reservation and on-demand request for mobile virtual network operators," to appear in IEEE Transactions on Communications, vol. 66, no.7, pp. 2966-2977, July 2018.

5. L. Yuan, S. Bi, S. L. Zhang, X. Lin, and H. Wang, "Multi-antenna enabled cluster-based cooperation in wireless powered communication networks," IEEE Access, vol. 5, pp. 13941-13950, July 2017.

6. M. Zhong, S. Bi, and X. Lin, "User cooperation for enhanced throughput fairness in wireless powered communication networks," Springer Wireless Networks, vol. 23, no. 4, pp. 1315-1330, April 2017.

7. S. Bi and R. Zhang, "Distributed charging control in broadband wireless power transfer networks," IEEE Journal on Selected Areas of Communications, vol. 34, no. 12, pp. 3380-3393, December 2016.

8. S. Bi and R. Zhang, "Placement optimization of energy and information access points in wireless powered communication networks," IEEE Transactions on Wireless Communications, vol. 15, no. 3, pp. 2351-2364, March 2016. (ESI高被引用論文,引用率前1%)

9. S. Bi, Y. Zeng, and R. Zhang, "Wireless powered communication networks: an overview," IEEE Wireless Communications, vol. 23, no. 2, pp. 10-18, April 2016.(ESI高被引用論文，引用率前1%)

10. S. Bi, C. K. Ho, and R. Zhang, "Wireless powered communication: opportunities and challenges," IEEE Communications Magazine, vol.53, no. 4, pp. 117-125, April 2015. (ESI熱點論文，引用率前0.1%)

11.S. Bi and Y. J. Zhang, "The cost of mitigating power law delay in random access networks," IEEE Transactions on Wireless Communications, vol. 12, no. 9, pp. 4612-4626, September 2013.

12. S. Bi and Y. J. Zhang, "Outage-optimal TDMA based scheduling in relay-assisted MIMO cellular network," IEEE Transactions on Wireless Communications, vol. 11, no. 4, pp. 1488-1499, April 2012.

大數據與機器學習：

1. L. Huang, S. Bi*, and Y. J. Zhang, "Deep reinforcement learning for online offloading in wireless powered mobile-edge computing networks," to appear in IEEE Transactions on Mobile Computing.

2. S. Wang, S. Bi*, and Y. J. Zhang, "Reinforcement learning for real-time pricing and scheduling control in EV charging stations," under major revision with IEEE Transactions on Industrial Informatics.

3. S. Wang, S. Bi*, and Y. J. Zhang, "Locational detection of false data injection attack in smart grid: a multi-label classification approach," under major revision with IEEE Transactions on Industrial Informatics.

4. S. Bi, J. Lyu, Z. Ding, and R. Zhang, "Engineering radio map for wireless resource management," IEEE Wireless Communications，vol. 26, no. 2 , pp. 133-141, April 2019.

5. X. Wen, S. Bi*, X. Lin, L. Yuan, and J. Wang, "Throughput maximization for ambient backscatter communication: a reinforcement learning approach," IEEE ITNEC, Chengdu, China, March 2019.

6. S. Bi, R. Zhang, Z. Ding, and S. Cui, "Wireless communications in the era of big data," IEEE Communications Magazine, vol. 53, no. 10, pp. 190-199, October 2015. (ESI高被引用論文，引用率前1%)

智慧型電網領域：

1. X. Tang, S. Bi*, and Y. J. Zhang, "Distributed routing and charging scheduling optimization for internet of electric vehicles," accepted by IEEE Internet of Things Journal, vol. 6, no. 1, pp. 136-148, February 2019.

2. S. Wang, S. Bi*, Y. J. Zhang, and J. W. Huang, "Electrical vehicle charging station profit maximization: admission, pricing, and online Scheduling," IEEE Transactions on Sustainable Energy, vol. 9, no. 4, pp. 1722-1731, October 2018.

3. S. Wang, S. Bi*, and Y. J. Zhang, "Demand response management for profit maximizing energy loads in real-time electricity market," IEEE Transactions on Power Systems, vol. 33, no. 6, pp. 6387-6396, November 2018.

4. S. Bi and Y. J. Zhang, "Graph-based cyber security analysis of state estimation in smart power grid", IEEE Communications Magazine, vol. 55, no. 4, pp. 176-183, April 2017.

5. W. Tang, S. Bi*, and Y. J. Zhang, "Online charging scheduling algorithms of electric vehicles in smart grid: an overview", IEEE Communications Magazine, vol. 54, no. 12, pp. 76-83, December 2016.

6. S. Bi and Y. J. Zhang, "Using covert topological information for defense against malicious attacks on DC state estimation," IEEE Journal on Selected Areas of Communications, vol. 32 no. 7, pp. 1-15, July 2014

7. S. Bi and Y. J. Zhang, "Graphical methods for defense against false-data injection attacks on the power system state estimation," IEEE Transactions on Smart Grid, vol. 5, no. 3, pp. 1216-1227, May 2014.

8. W. Tang, S. Bi, and Y. J. Zhang, "Online speeding optimal charging algorithm for electric vehicles without future information," IEEE SmartGridComm, Vancouver, Canada, October 2013.（會議最佳論文）

9. S. Bi and Y. J. Zhang, "False data injection attack to control real-time price in electricity market," IEEE GLOBECOM, Atlanta, USA, December 2013.