兴发pt官方合作亚洲|兴发老虎亚洲第一登录平台【唯一pt官方网站】

师资队伍
郭松涛
时间:2018-11-16    浏览量:

1基本信息

名: 郭松涛

别:

称: 教授(硕导,博导)

务:兴发pt官方合作亚洲副院长

话: 65111874

办公地点: 兴发亚洲唯一pt官方网站主教1808

E-mail guosongtao@cqu.edu.cn

研究方向 智能边缘计算,无线与移动网络,深度学习与图像处理

招生信息: 年度招收博士1名、硕士3名,招收计算机、数学、通信等专业。

2个人简介:

郭松涛 博士、教授、博士生导师,教育部“新世纪优秀人才支持计划”入选者,美国纽约州立大学石溪分校访问学者。ACM重庆分会主席、CCF YOCSEF重庆主席,IEEE/ACM高级会员,兴发老虎亚洲第一登录平台副院长。1999年、2003年、2008年在兴发亚洲唯一pt官方网站计算机科学与技术专业分别获得学士、硕士和博士学位。2006年、2009年、2011年在兴发亚洲唯一pt官方网站被评为讲师、副教授、教授。2013年1月至2018年10月在西南大学任教授,西南大学电子信息工程学院副院长。2018年11月至今在兴发亚洲唯一pt官方网站任教授。主要在移动边缘计算、移动云计算、无线传感器网络、无线自组织网络等方面开展研究,已取得显著的研究成果,在包括IEEE Transactions on Computers、IEEE Transactions on Mobile Computing、IEEE Transactions on Communications、Wireless Networks、Computer Communications等SCI收录的著名国际期刊以及IEEE INFOCOM、IEEE MASS、IEEE SECON,IEEE WCNC、IEEE GLOBECOM、IEEE ICC等国际会议上发表学术论文117篇,其中第一作者/通信作者90余篇,Google Scholar他引1400多次。主持国家自然科学基金4项、主持军委重点项目课题和国家重点研发计划重点专项子课题各1项、中国博士后科学基金2项(其中特别资助1项)、重庆市自然科学基金重点项目1项,重庆市自然科学基金面上项目2项等;参与重庆自然科学基金重点项目、国家重点实验室面上项目、教育部博士点基金优先资助领域项目等省部级项目6项;申请国家发明专利11项,获授权1项,获得重庆市自然科学一等奖1项、二等奖1项,2009年获得重庆市优秀博士学位论文奖,2009年入选教育部“新世纪优秀人才支持计划”。

3学术成果

论文

期刊(部分):

1. Yifan Dong,Songtao Guo, Jiadi Liu, Yuanyuang Yang, “Energy-efficient Fair Cooperation Fog Computing in Mobile Edge Networks for Smart City”, IEEE Internet of Things Journal, volume X, pp.1-11, Feb 2019.

2. Quyuan Wang,Songtao Guo, “Energy-Efficient Computation Offloading and Resource Allocation for Delay-sensitive Mobile Edge Computing”, Sustainable Computing-Informatics & Systems, volume X, pp.1-11, Jan 2019.

3. Luyue Ji,Songtao Guo, “Energy-Efficient Cooperative Resource Allocation in Wireless Powered Mobile Edge Computing”, IEEE Internet of Things Journal, volume X, pp.1-11, Oct 2018.

4. Dongzhuo Liu,Songtao Guo, Yuanyuan Yang, Yawei Shi, Menggang Chen, “Geomagnetism Based Indoor Navigation by Offloading Strategy in NB-IoT”, IEEE Internet of Things Journal, volume X, pp.1-11, Oct 2018.

5. Li Yin, Cuiye Liu,Songtao Guo, Yuanyuan Yang, “Sparse random compressive sensing based data aggregation in wireless sensor networks”, Concurrency and Computation: Practice and Experience, volume X, pp.1-11, March 2018. DOI: 10.1002/cpe.4455

6. Hongyan Yu,Songtao Guo, Yuanyuan Yang, Luyue Ji, Yang Yang, “Secrecy Energy Efficiency Optimization for Downlink Two-user OFDMA Networks with SWIPT”, IEEE Systems journal, volume X, issue X, pp.1-12, 2017. Doi: 10.1109/JSYST.2017.2775607.

7.Songtao Guo, Jiadi Liu, Yuanyuan Yang, Bin Xiao, Zhetao Li, “Energy-Efficient Dynamic Computation Offloading and Cooperative Task Scheduling in Mobile Cloud Computing”, IEEE Transactions on Mobile Computing, volume 18, issue 2, pp.319-333, Feb 2019.

8. Yue Zeng,Songtao Guo, Guiyan Liu, ”Comprehensive Link Sharing Avoidance and Switch Aggregation for Software-Defined Data Center Networks”, Future Generation Computer Systems, volume 91, pp.25-36, Feb 2019.

9. Zhe Peng, Shang Gao, Bin Xiao, Guiyi Wei,Songtao Guo, Yuanyuan Yang, “Indoor Floor Plan Construction through Sensing Data Collected from Smartphones”, IEEE Internet of Things Journal, volume 5, pp.4351-4364, Dec 2018.

10. Hongyan Yu,Songtao Guo, Yuanyuan Yang, “Optimal Target Secrecy Rate and Power Allocation Policy for a SWIPT System Over a Fading Wiretap Channel,” IEEE System Journal, volume 12, issue 4, pp.3291-3302, Dec 2018.

11. Yongqiang Zhang, Jianbo He,Songtao Guo, Fei Wang, “Energy Efficiency Maximisation in Wireless Powered Networks with Cooperative Non-orthogonal Multiple Access”, IET Communications, volume 12, issue 18, pp. 2374-2383, Nov 2018.

12. Hongyan Yu,Songtao Guo, Fei Wang, Yang Yang, “Dynamic Time-delayed Feedback Control of Westwood+ TCP Flow Control Model with Communication Delay”, IMA Journal of Mathematical Control And Information, volume 35, issue 3, pp. 1005-1025, Sep 2018.

13. Jing He,Songtao Guo, Gaofeng Pan, Yuanyuan Yang, Defang Liu, “Relay Cooperation and Outage Analysis in Cognitive Radio Networks with Energy Harvesting”, IEEE Systems Journal,Vol 12, issue 3, pp.2129-2140, Sep, 2018.

14.Songtao Guo, Yawei Shi, Yuanyuan Yang, Bin Xiao, “Energy Efficiency Maximization in Mobile Wireless Energy Harvesting Sensor Networks”, IEEE Transactions on Mobile Computing, volume 17, issue 7, pp. 1524-1537, July 2018.

15. Yifan Mao,Songtao Guo, Menggang Chen, “Compact Dual-Band Monopole Antenna with Defected Ground Plane for Internet of Things”, IET Microwaves, Antennas & Propagation, volume 12, issue 8, pp. 1332-1338, July 2018.

16. Zhe Peng, Shang Gao, Bin Xiao,Songtao Guo, Yuanyuan Yang, “CrowdGIS: Updating Digital Maps via Mobile Crowdsensing”, IEEE Transactions on Automation Science and Engineering, volume 15, issue: 1, pp.369-380, Jan 2018.

17. Fei Wang,Songtao Guo, Bin Xiao, Yuanyuan Yang, and Xi Zhang, ”Resource Allocation and Admission Control for an Energy Harvesting Cooperative OFDMA Network”, IEEE Transactions on Vehicular Technology, volume 67, issue 5, pp. 4071-4086, May 2018.

18. Defang Liu,Songtao Guo, Ledan Cheng, Ying Wang, “Distributed data aggregation algorithm based on lifting wavelet compression in wireless sensor networks”, International Journal Of Sensor Networks, volume 27, issue 4, pp. 227-238, 2018.

19. Yang Yang,Songtao Guo, Guiyan Liu, Yuanyuan Yang, “Two-Layer Compressive Sensing Based Video Encoding and Decoding Framework for WMSN Journal of Network and Computer Applications”, Journal of Network and Computer Applications, volume 117, pp. 72-85, Sep 2018.

20. Guiyan Liu,Songtao Guo, Quanjun Zhao, Yuanyuan Yang, “Tomogravity Space Based Traffic Matrix Estimation in Data Center Networks”, Future Generation Computer Systems, volume 86, pp.39-50, Sep. 2018.

21. Guozhi Li,Songtao Guo, Yang Yang, Yuanyuan Yang, “Traffic Load Minimization in Software Defined Wireless Sensor Networks”, IEEE Internet of Things Journal, volume 5, issue 3, pp. 1370-1378, June 2018.

22. Qianwen Song,Songtao Guo, Xing Liu, Yuanyuan Yang, “CSI Amplitude Fingerprinting Based NB-IoT Indoor Localization”, IEEE Internet of Things Journal, volume 5, issue 3, pp. 1494-1504, June 2018.

23. Lin Zhang,Songtao Guo, Yuanyuan Yang, Defang Liu, Rong Liu, “RE-FPR: Flow Preemption Routing Scheme with Redundancy Elimination in Software Defined Data Center Networks”, Sustainable Computing, Informatics and Systems, vol.18, pp.14-24, June 2018.

24. Zhikai Kuang,Songtao Guo, Jiadi Liu, Yuanyuan Yang, “A Quick-Response Framework for Multi-user Computation Offloading in Mobile Cloud Computing”, Future Generation Computer Systems, volume 81, pp.166-176, Apr 2018.

25. Fei Wang,Songtao Guo, Yuanyuan Yang, Bin Xiao, “Relay selection and power allocation for cooperative communication networks with energy harvesting,” IEEE Systems Journal, Vol.12, issue 1, pp. 735-746, March 2018.

26. Quyuan Wang,Songtao Guo, Jianji Hu, Yuanyuan Yang, “Spectral partitioning and fuzzy C-means based clustering algorithm for big data wireless sensor networks”, EURASIP Journal on Wireless Communications and Networking, vol: 2018, issue: 1, pp.54-64, Mar 2018.

27. Guozhi li,Songtao Guo, Guiyan Liu, Yuanyuan Yang, “Application and Analysis of Multicast Blocking Modelling in Fat-tree Data Center Networks”, Complexity, volume 2018, pp.1-12, Jan 2018.

28. Bo Li,Songtao Guo, Yan Wu, Defang Liu, “Construction and resource allocation of costefficient clustered virtual network in software defined networks”, Journal of Grid Computing, volume 15, issue 4, pp.457-473, Dec 2017.

29. Xudong Huang,Songtao Guo, Yan Wu, Yuanyuan Yang, “A fine-grained indoor fingerprinting localization based on magnetic field strength and channel state information”, Pervasive and Mobile Computing, Vol.41, pp.150-165, Oct 2017.

30. Hongyan Yu, Yongqiang Zhang,Songtao Guo, Yuangyuan Yang, Luyue Ji, “Energy Efficiency Maximization for WSNs with Simultaneous Wireless Information and Power Transfer”, Sensors, Vol.17, issue 8 ,pp. 1-29, Aug. 2017.

31. Guozhi Li,Songtao Guo, Yuanyuan Yang, “Blocking Cost-Driven Multicast Scheduling in Fat-tree Data Center Networks,” Concurrency and Computation: Practice and Experience, Vol.29, issue 19, pp. 1-10, Oct 2017.

32. Guiyan Liu,Songtao Guo, Huan Zhao, Fei Wang, ”Intelligent Water Drops Based Joint Subcarrier Pairing and Power Allocation with Fairness in Cooperative Relay Networks,” Journal of Communications and Networks, Vol. 19, No. 1, pp. 10-22, Feb 2017.

33. Cuiye Liu,Songtao Guo, Yawei Shi, Yuanyuan Yang, “Deterministic binary matrix based compressive data aggregation in big data WSNs”, Telecommunication Systems, Vol.66, issue 3, pp. 345-356, Nov. 2017.

34. Yuxue Zou, Yueyang Tian,Songtao Guo, Yan Wu, “Active synchronization of multidomain controllers in software-defined networks”, Concurrency and Computation: Practice and Experience, Vol.29, issue 16, pp. 1-9, Aug 2017.

35. Chunrong He,Songtao Guo, Yan Wu, Yuanyuan Yang, “A novel radio map construction method to reduce collection effort for indoor localization”, Measurement, Volume 94, Pages 423-431, Dec 2016.

36. Hongyan Yu,Songtao Guo, Fei Wang, “Stability and bifurcation analysis of Westwood plus TCP congestion control model in mobile cloud computing networks,” Nonlinear AnalysisModelling and Control, Volume: 21, Issue: 4, Pages: 477–497, March 2016.

37. Cong Wang,Songtao Guo, Yuanyuan Yang, “An Optimization Framework for Mobile Data Collection in Energy-Harvesting Wireless Sensor Networks,” IEEE Transactions on Mobile Computing, Volume: 15, Issue: 12, Pages: 2969 - 2986, Dec 2016.

38.Songtao Guo, Yuanyuan Yang and Cong Wang, “DaGCM: A Concurrent Data Uploading Framework for Mobile Data Gathering in Wireless Sensor Networks,” IEEE Transactions on Mobile Computing, Volume: 15, Issue: 3, Pages: 610 - 626, March 2016.

39. Fei Wang,Songtao Guo, Xiaofeng Liao, “Distributed joint subcarrier and discrete power allocation for cognitive radio ad hoc networks,” Telecommunication Systems, Volume: 63, Issue: 2, Pages: 1–15, Oct 2016.

40.Songtao Guo, Yuanyuan Yang, Hongyan Yu, “Energy-efficient cooperative transmission for SWIPT in wireless sensor networks”, Wireless Power Transfer Algorithms, Technologies and Applications in Ad Hoc Communication Networks, pp. 253-281, Jan 2016.

41. Jinhai Xu,Songtao Guo, Bin Xiao and Jing He, “Energy-efficient big data storage and retrieval for wireless sensor networks with nonuniform node distribution,” Concurrency and Computation: Practice and Experience, Volume 27, Issue 18, Pages 5765–5779, Dec 2015.

42.Songtao Guo, Fei Wang, Yuanyuan Yang, Bin Xiao, “Energy-Efficient Cooperative Transmission for Simultaneous Wireless Information and Power Transfer in Clustered Wireless Sensor Networks”, IEEE Transactions on Communications, Volume: 63, Issue: 11, Pages: 4405 – 4417, Nov 2015.

43. Huan Zhao,Songtao Guo, Xiaojian Wang and Fei Wang,“Energy-efficient topology control algorithm for maximizing network lifetime in wireless sensor networks with mobile sink,” Applied Soft Computing, vol. 34, pp. 539-550, Sep 2015.

44. Jiqiang Tang, Hongyu Huang,Songtao Guoand Yuanyuan Yang, “Dellat: Delivery Latency Minimization in Wireless Sensor Networks with Mobile Sink,” Journal of Parallel and Distributed Computing, vol. 83, pp.133-142, Sep 2015.

45.Songtao Guo, Chuangyin Dang and Yuanyuan Yang, “Joint Optimal Data Rate and Power Allocation in Lossy Mobile Ad Hoc Networks with Delay-Constrained Traffics,” IEEE Transactions on Computers, Volume: 64, Issue: 3, Pages: 747 - 762, March 2015.

46.Songtao Guo, Cong Wang and Yuanyuan Yang, “Joint Mobile Data Gathering and Energy Provisioning in Wireless Rechargeable Sensor Networks,” IEEE Transactions on Mobile Computing, Volume: 13, Issue: 12, Pages: 2836-2852, Dec 2014.

47. Fei Wang, Xiaofeng Liao,Songtao Guo, “A Newton-Like Optimal Resource Allocation Algorithm and its Convergence for Wireless Ad Hoc Networks,” Journal of Networks, 9(7): 1770-1782, Jan 2014.

48. Fei Wang, Xiaofeng Liao,Songtao Guo, Hongyu Huang. “Joint subcarrier and power allocation with fairness in uplink OFDMA systems based on ant colony optimization,” International Journal of Communication Systems, 27(10): 1505-1521, Oct 2014.

49. Fei Wang, Xiaofeng Liao,Songtao Guo, Hongyu Huang. “Optimal rate and power allocation under quality-of-service requirements for wireless multihop networks,” International Journal of Communication Systems, Volume 27, Issue 10, pp: 2343-2365, Oct 2014.

50. Fei Wang, Xiaofeng Liao,Songtao Guo, Hongyu Huang, “Jointly Optimal Congestion and Power Control for Rayleigh-Faded Channels with Outage Constraints,” Wireless Personal Communications, Volume 77, Issue 1, pp 101-125, July 2014.

51. Defang Liu, Bochu Wang andSongtao Guo, “Stability analysis of a novel epidemics model with vaccination and nonlinear infectious rate,” Applied Mathematics and Computation, Volume: 221, Pages: 786-801, Sep 2013.

52. Fei Wang, Xiaofeng Liao,Songtao Guo, Hongyu Huang. “Dynamic rate and power allocation in wireless ad hoc networks with elastic and inelastic traffic,” Wireless Personal Communications, 70(1):435-457, May 2013.

53. Guangyou Tu,Songtao Guo, Hongyu Huang; Yuanyuan Yang, “Optimal resource allocation for cross-layer utility maximization in ad hoc networks” Journal of Networks, vol 8, issue 8, pp. 1757-1766, 2013.

54. Jie Chen, Deyi Jiang, Song Ren,Songtao Guoand Tao Deng, “Development of creep similar material for salt rock energy storage medium,” Advanced Materials Research, Pages: 938-943, May 2012.

55. Haixia Wu, Xiaofeng Liao, Fei Wang andSongtao Guo, “Mean square stability of uncertain stochastic BAM neural networks with interval time-varying delays,” Cognitive neurodynamics, Volume: 6, Issue: 5, Pages: 443-458, Oct 2012.

56.Songtao Guo, Chuangyin Dang and Xiaofeng Liao, “Distributed Algorithms for Resource Allocation of Physical and Transport Layers in Wireless Cognitive Ad Hoc Networks,” Wireless Networks, Vol. 17, No. 2, Pages: 337-356, February 2011.

57.Songtao Guo, Chuangyin Dang and Xiaofeng Liao, “Distributed Resource Allocation with Fairness for Cognitive Radios in Wireless Mobile Ad Hoc Networks,” Wireless Networks, Vol. 17, No. 6, Pages: 1493-1512, August 2011.

58.Songtao Guo, Chuangyin Dang and Xiaofeng Liao, “Joint Opportunistic Power and Rate Allocation for Wireless Ad Hoc Networks: An Adaptive Particle Swarm Optimization Approach,” Journal of Network and Computer Applications,” Vol. 34, No. 4, Pages: 1353- 1365, July 2011.

59. Zhengxia Wang, Xiaofeng Liao andSongtao Guo, “Mean square exponential stability of stochastic genetic regulatory networks with time-varying delays,” Information Sciences, Volume: 181 Issue: 4 Pages: 792-811, FEB 2011.

会议(部分):

1. Hongyan Yu, Jiadi Liu,Songtao Guo, “Multi-User Optimal Offloading: Leveraging Mobility and Allocating Resources in Mobile Edge Cloud Computing”, 2018 IEEE International Conference on Networking, Architecture and Storage (NAS 2018), pp.1-8, Jan 2018. (Chongqing, Oct 10-14, 2018).

2. Jiqiang Tang,Songtao Guoand Yuanyuan Yang, “Optimal Travel Route Designing in Wireless Sensor Networks with Mobile Sink”, 2018 IEEE International Conference on Networking, Architecture and Storage (NAS 2018), pp.1-8, Oct 2018. (Chongqing, Oct 11-14, 2018).

3. Hongyan Yu, Quyuan Wang,Songtao Guo, “Energy-Efficient Task Offloading and Resource Scheduling for Mobile Edge Computing”, 2018 IEEE International Conference on Networking, Architecture and Storage (NAS 2018) (short paper), pp.1-6, Oct 2018. (Chongqing, Oct 11-14, 2018).

4. Yongqiang Zhang, Jianbo He,Songtao Guo, “Energy-Efficient Multiuser Dynamic Task Offloading for Energy Harvesting Mobile Cloud Computing”, 2018 IEEE International Conference on Networking, Architecture and Storage (NAS 2018) (short paper), pp.1-4, Oct 2018. (Chongqing, Oct 11-14, 2018).

5. Yifan Dong, Cheng Han,Songtao Guo, “Joint Optimization of Energy and QoE with Fairness in Cooperative Fog Computing System”, 2018 IEEE International Conference on Networking, Architecture and Storage (NAS 2018) (short paper), pp.1-4, Oct 2018. (Chongqing, Oct 11-14, 2018).

6. Lin Zhang,Songtao Guo, Yuanyuan Yang, “Coherency Routing Algorithm with Redundancy Elimination in Software Defined Data Center Networks”, IEEE GLOBECOM 2017, pp.1-4, Oct 2018. (Singapore, Dec 4-8, 2017).

7. Xing Liu,Songtao Guo, Yuanyuan Yang, “Task Offloading With Execution Cost Minimization in Heterogeneous Mobile Cloud Computing”, the 13th International Conference on Mobile Ad-hoc and Sensor Networks (MSN 2017), pp. 509-522, December 2017. (Beijing, China, Dec 17-20, 2017)

8. Guozhi Li,Songtao Guo, Guiyan Liu, Yuanyuan Yang, “Multicast Scheduling with Markov Chains in Fat-tree Data Center Networks“, 2017 IEEE International Conference on Networking, Architecture, and Storage (NAS), pp.188-194, Sep. 2017. (Shenzhen, China, Aug 7-8, 2017)

9. Guozhi Li,Songtao Guo, Yuanyuan Yang, ”Multicast Scheduling Algorithm in Software Defined Fat-Tree Data Center Networks”, IEEE/ACM International Symposium on Quality of Service (IWQoS), pp. 127–135, July, 2017. (Vilanova i la Geltru, Spain, Jun 14-16, 2017)

10. Jianji Hu,Songtao Guo, Defang Liu, and Yuanyuan Yang, “Spectral Partitioning and Fuzzy C-Means Based Clustering Algorithm for Wireless Sensor Networks“, Wireless Algorithms, Systems, and Applications (WASA), pp. 161-174, June 2017. (Guilin, China, June 19-21, 2017)

11. Hongyan Yu,Songtao Guo, Yuanyuan Yang, “An Optimization Framework of Target Secrecy Rate and Power Allocation for SWIPT System”, 2016 IEEE Global Communications Conference (Globecom), Washington, DC USA, pp. 1-6, Feb 2017. (Washington, DC, USA, Dec 4-8, 2016)

12. Jun Li,Songtao Guo, Yuanyuan Yang, Jing He, “Data Aggregation with Principal Component Analysis in Big Data Wireless Sensor Networks”, 12th IEEE International Conference on Mobile Ad-hoc and Sensor Networks, pp. 45-51, June 2017. (Hefei, China, Oct 19-22, 2016)

13. Yang Yang ,Songtao Guo, Yuanyuan Yang, “Distributed Optimal Source Coding Rate Allocation for Data Aggregation in Wireless Sensor Networks”, The 22nd IEEE International Conference on Parallel and Distributed Systems (ICPADS), Wuhan, China, pp. 32-39, Jan, 2017. (Wuhan, Hubei, China, Dec 14-16, 2016)

14. Ledan Cheng,Songtao Guo, Ying Wang, Yuanyuan Yang, “Lifting Wavelet Compression Based Data Aggregation in Big Data Wireless Sensor Networks”, The 22nd IEEE International Conference on Parallel and Distributed Systems (ICPADS), Wuhan, China, pp. 561- 568, Jan, 2017. (Wuhan, Hubei, China, Dec 14-16, 2016)

15. Yan Wu,Songtao Guo, Yuanyuan Yang, Xiaofeng Liao, “Data Aggregation based on Canonical Correlation Analysis in Deadline-Constrained Wireless Sensor Networks“, the 25th International Conference on Computer Communication and Networks (ICCCN 2016), pp.488-495, Sep, 2016. (Waikoloa, Hawaii, USA, August 1-4, 2016)

16. Yunxiang Zhao,Songtao Guo, Yuanyuan Yang, “Hermes: An Optimization of HyperLogLog Counting in real-time data processing”, 2016 International Joint Neural Networks (IJCNN), pp. 1890-1895. Oct, 2016. (July 24-29, 2016)

17. KunPeng Mao,Songtao Guo, Yuanyuan Yang, Guiyan Liu,“MRDC: Multicast Data Restoration in Fat-Tree Data Center Networks,” 2016 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA),Tianjin, China, pp. 1500- 1507, Aug, 2016. (Tianjin, China, Jul 8-10, 2016)

18.Songtao Guo, Bin Xiao, Yuanyuan Yang, Yang Yang, “Energy-Efficient Dynamic Offloading and Resource Scheduling in Mobile Cloud Computing”, in Proc. of the IEEE INFOCOM 2016, pp. 10-15, July 2016. (San Francisco, CA USA, May 1-4, 2016) (Acceptance rate 18.25%)

19. Wenyuan Chen,Songtao Guo, Yan Wu, Yuanyuan Yang, “History-Based Multi-Node Collaborative Localization in Mobile Wireless Ad Hoc Networks,” 2016 IEEE International Conference on Communications (ICC), pp. 1-6, July 2016. (Kuala Lumpur, Malaysia, May 23-27, 2016)

20. Jing He,Songtao Guo, Fei Wang and Yuanyuan Yang, “Relay Selection and Outage Analysis in Cooperative Cognitive Radio Networks with Energy Harvesting,” 2016 IEEE International Conference on Communications (ICC), pp. 1-6, July 2016. (Kuala Lumpur, Malaysia, May 23-27, 2016)

21. Guo Cheng,Songtao Guo, Yuanyuan Yang, Fei Wang, “Replication attack detection with monitor nodes in clustered wireless sensor networks”, 2015 IEEE 34th International Performance Computing and Communications Conference (IPCCC), Pages: 1 – 8. Feb, 2016. (Nanjing, China, Dec 14-16, 2015)

22. Fei Wang,Songtao Guo, Yawei Shi, Yuanyuan Yang, “Relay and Power Splitting Ratio Selection for Cooperative Networks with Energy Harvesting,” In Proceedings of the 21stIEEE International Conference on Parallel and Distributed Systems (ICPADS 2015), pp. 52 - 59, Jan, 2016. (Melbourne, Australia, Dec 13-17, 2015)

23.Songtao Guo, Chunrong He, Yuanyuan yang, “ResAll: Energy Efficiency Maximization for Wireless Energy Harvesting Sensor Networks”, the 12th IEEE International Conference on Sensing, Communication, and Networking (SECON), Pages: 64-72, Nov 2015. (Seattle, USA, March 18-20, 2015) (Acceptance rate: 55/194=28%).

24. Jiqiang Tang,Songtao Guo, Yuanyuan Yang, “Delivery Latency Minimization in Wireless Sensor Networks with Mobile Sink”, 2015 IEEE International Conference on Communications (ICC), Pages: 6481–6486, June 2015. (London, UK, June 8-12, 2015)

25.Songtao Guo, Yangyang, Yuanyuan Yang, “Wireless Energy Harvesting and Information Processing in Cooperative Wireless Sensor Networks”, 2015 IEEE International Conference on Communications (ICC), Pages: 5392–5397, June 2015. (London, UK, June 8-12, 2015)

26. Chunrong He,Songtao Guo, Yuanyuan Yang, “Voronoi Diagram based Indoor Localization in Wireless Sensor Networks”, 2015 IEEE International Conference on Communications (ICC), pp. 3269 – 3274, June, 2015. (London, UK, June 8-12, 2015)

27.Songtao Guo, Jianji Hu, Chunrong He, “Joint Subcarrier Pairing and Power Allocation in OFDMA Cooperative Relay Networks”, the 8th Asia-Pacific Services Computing Conference (APSCC 2014), pp. 162 – 169, Aug 2015. (Fuzhou, China, Dec 4-6, 2014)

28. Cong Wang,Songtao Guo, Yuanyuan Yang, “Energy-efficient mobile data collection in energy-harvesting wireless sensor networks,” 2014 20th IEEE International Conference on Parallel and Distributed Systems (ICPADS), Pages: 55-62, December 2014. (Hsinchu, Taiwan,Dec 16-19, 2014)

29.Songtao Guo, Cong Wang, Yuanyuan Yang, “Mobile Data Gathering with Wireless Energy Replenishment in Rechargeable Sensor Networks,” IEEE Conference of Computer Communications (IEEE INFOCOM 2013), April 2013. (Turin Italy, April 14-19, 2013) (Acceptance rate: 17%).

30.Songtao Guo, Xiaojian Wang, Yuanyuan Yang, “Topology Control for Maximizing Network Lifetime in Wireless Sensor Networks with Mobile Sink,” IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems (IEEE MASS 2013), Page(s): 240 – 248, Oct. 2013. (Hangzhou, China, Oct 14-16, 2013)

31.Songtao Guo, Xingfu Zhu, Yuanyuan Yang, “Optimal and Distributed Resource Allocation in Lossy Mobile Ad Hoc Networks,” IEEE Wireless Communications and Networking Conference (IEEE WCNC 2013), pp. 2327-2332, April 2013.(Shanghai China, April 7-10, 2013) (Acceptance rate:22%)

32. Xiaojian Wang, Xiaofeng Liao, Hongyu Huang,Songtao Guo, “Topology control in lossy wireless sensor networks with delay constraint”, IEEE Wireless Communications and Networking Conference (WCNC 2013), pp. 958-963, April 2013. (Shanghai China, April 7-10, 2013)

33.Songtao Guo, Yuanyuan Yang, “A Distributed Optimal Framework for Mobile Data Gathering with Concurrent Data Uploading in Wireless Sensor Networks,” IEEE Conference of Computer Communications (IEEE INFOCOM 2012), pp.1305-1313, March 2012. (Orlando, FL, USA, March 25-30, 2012) (Acceptance rate: 18%).

34. Defang Liu, Bochu Wang andSongtao Guo, “Distributed Cross-layer Resource Allocation in Wireless Ad Hoc Networks,” 2011 8th International Conference and Expo on Emerging Technologies for a Smarter World, CEWIT 2011, pp.4910-4915, Dec 2011. (Hauppauge, New York, United States, Nov 2-3, 2011)

35.Songtao Guo, Yunqiang Zhang, Yuanyuan Yang, “Distributed Power and Rate Allocation with Fairness for Cognitive Radios in Wireless Ad Hoc Networks,” IEEE GLOBECOM, pp.4910-4915,Dec. 2011. (Houston, Texas, USA, Dec 5-9, 2011) (Acceptance rate: 31%)

专利(部分)

[1]刘东卓,陈孟刚,石亚伟,郭松涛,杨元元,一种基于广播信号无源定位的联合估计算法,申请时间/授权时间:2016.5.3/2018.11.30,专利号:ZL201610285072.4。

[2]郭松涛,毛毅帆,周晓萌,何聪,石亚伟,陈孟刚,输电线路巡线监测系统,时间:2018年5月,专利号:ZL201721495295.X。

[3]陈孟刚,郭松涛,刘东卓,石亚伟,杨元元,一种输电线路监测无线传感器路由装置,时间:2018年2月,专利号:ZL201721047619.3。

[4]刘东卓,郭松涛,杨元元,陈孟刚,石亚伟,一种基于电视信号无源定位器,时间:2017年2月,专利号:ZL201720110617.8。

[5]廖晓峰,邹玮,郭松涛,郑洪英,周庆,肖迪,向涛,胡月,一种印刷品数字水印嵌入与提取装置以及方法,时间:2011年5月,专利号:ZL200810232948.4。

专著

[1]时滞动力学系统的分岔与混沌(著作)(3,科学出版社, 2015,9787030449177).

[2]非线性系统的不连续控制(著作)(4,科学出版社, 2013,9787030363305).

项目

1. 中央军委装备预研基金重点项目课题,61400020101,空间信息网络多状态系统性能优化软件开发,中央军委

2. 国家重点研发计划重点专项项目子课题,2018YFB0803404-02,面向物联网的数据安全存算和性能优化机制,科技部

3. 国家自然科学基金面上项目,61772432,异构移动云计算环境下多用户协作的动态任务卸载及资源分配优化研究,国家自然基金委

4. 国家自然科学基金面上项目,61373179,基于优化协作的可充电传感器网络的能量分配和移动数据收集机制研究,国家自然基金委

5. 国家自然科学基金面上项目,61170248,基于优化协作与绿色计算的无线传感网感知数据的可控移动收集机制研究,国家自然基金委

6. 国家自然科学基金面上项目,60903213,无线Ad Hoc网络中资源分配与空间拥塞控制的分布式跨层协作研究,国家自然基金委

7. 重庆市自然科学基金重点项目,cstc2015jcyjBX0094,基于协作的无线携能通信网络的资源分配优化与物理层安全研究,重庆市科委

8. 中央高校基本科研业务费专项培育项目,XDJK2013A018,基于协作的无线携能通信网络的资源分配优化与物理层安全研究,西南大学

9. 中央高校基本科研业务费专项学科团队项目,2362014xk12,智能感知与无线通信,西南大学

10.企事业单位委托科技项目,SGCQJX00YJJS1600349,输电线路检测无线传感路由技术与网络可靠性研究,国家电网

11.中国博士后科学基金特别资助,201003314,无线认知Ad Hoc网络中分布式跨层拥塞控制研究,中国博士后科学基金会

12.教育部新世纪优秀人才支持计划项目,NCET-10-0877,无线移动Ad Hoc网络中的数据分发及资源分配关键技术研究,教育部

13.中国博士后科学基金项目,20090460706,无线Ad Hoc网络中最优跨层资源分配研究,中国博士后科学基金会

14.重庆市自然科学基金项目,CSTC, cstcjjA40003,无线传感器网络中感知数据的分布式移动收集机制研究,重庆市科委

15.重庆市自然科学基金项目,CSTC, 2008BB2189,无线传感器网络中基于资源公平分配的拥塞控制算法及其优化研究,重庆市科委

其他

科研平台建设:

[1] 2014年“非线性电路与智能信息处理”重庆市重点实验室

[2] 2016年“智能传动与控制技术”国家地方联合工程实验室

[3] 2016年“网络与云计算安全”重庆高校重点实验室

主要学术任职:

担任3rd International Conference on Anti-counterfeiting, Security and Identification in Communication (ASIC 2009, Hong Kong, China)、12th IEEE International Conference on Computer and Information Technology (CIT 2012, Chengdu, China), the Fifth International Conference on Contemporary Computing (IC3-2012, New Delhi,India)、2013International Conference on Parallel Processing (ICPP 2013, Lyon, France), International Conference on Computing, Networking and Communications(ICNC-2015, Garden Grove, CA, USA)、2015 International Conference on Parallel Processing (ICPP2015, Beijing, China),14th International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM 2018, Chongqing, China)等多个国际会议的程序委员会委员。担任International Conference on Intelligence Control and Information Processing (ICICIP2018, Wanzhou, China)程序委员会主席、2018 International Conference on Sensing, Communication and Networking (SECON2018,Hong Kong, China) Demo主席、2018 International Conference on Networking, Architecture and Storage(NAS2018, Chongqing, China)大会副主席、2019 ACM Sigcomm China Symposium程序委员会主席、2020IEEE IPDPS PROGRAM AREA CHAIRS。

4成果简介

郭松涛教授一直从事高能效网络资源分配和流调度研究,以移动边缘网络、移动云计算网络、无线传感器网络和移动自组织网络为载体,以提高网络可靠性和资源利用率为目标,针对移动边缘网络系统性能不优越、移动云计算网络传算能效最优性不充分、传感网节点能量消耗网络负载不均衡,自组织网络资源分配单一不协调等多个科学问题,开展面向移动边缘网络的资源优化和合作计算、移动云计算的资源分配与流调度、无线传感器网络数据收集的资源分配、无线自组织网络的最优跨层资源分配四个方面的工作,取得了很多的成果并得到国内外相关领域专家的认可:

(1)在移动边缘网络的资源优化和合作计算的研究中,提出了针对非弹性执行任务的最优资源分配方案和迁移策略,实现了任务执行能耗与执行时间的联合优化,从而降低了移动设备在边缘网络下的系统开销;通过考虑任务依赖性对计算完成时间的影响以及“弹性”传输功率,提出了能量高效的分布式动态任务迁移和资源调度算法实现系统性能最优。研究了移动边缘计算中利用携能通信补充能量使计算迁移能量效率最小化的资源分配问题,提出了实现最小化能量效率的携能传输策略。研究多个移动边缘服务器合作提供计算迁移服务,提出了最小化能耗和应用执行延迟的多节点公平协作计算迁移策略。针对高能效移动边缘网络的延迟敏感计算迁移问题,提出了满足计算延迟约束的最小化能量消耗的计算迁移和资源分配策略。移动边缘网络架构如图1所示。

图1移动边缘网络架构示意图

(2)在移动云计算的流调度与资源分配的研究中,针对软件定义数据中心网络的多播阻塞及冗余消除问题,提出了多种嵌入非阻塞多播虚拟网络嵌入资源分配算法以及带有冗余消除的流量抢占式路由方案,攻克了网络负载不均衡以及不可预测的突发网络流冲突这一传统网络难题。通过考虑移动云计算中任务依赖性以及“弹性”传输功率,提出了能量高效的多用户分布式动态任务卸载和资源调度算法以及基Agent的快速响应计算卸载架构,攻克了任务执行能耗与执行时间的联合优化难题。移动云计算系统架构如图2所示。

图2移动云计算系统示意图

(3)在面向无线传感器网络数据收集的资源分配的研究中,率先将无线信能并传(SWIPT)技术与传感网数据中继转发相结合,如图3所示,提出全新的基于SWIPT的可充电传感网的分布式能量有效资源分配策略,大幅度提升了网络能效,突破了节点在协作中继中能量消耗过快的传感网设计瓶颈。创新性地提出了多节点同时数据上传的分布式移动数据收集算法以及收动结合的替代启发式遍历路径规划算法,攻克了多节点同时数据上传以及收动结合多带来的数据收集难题。通过考虑无线射频能量充电的时变性以及周围环境能量(如太阳能)的时空变化,提出了可充电传感网的跨层分布式资源分配策略,克服了高效数据收集总是受制于有限能量的设计瓶颈,解决了能量空间变化所引起的数据收集不稳定难题。

图3具有SWIPT功能的分簇无线传感器网络结构示意图

(4)在无线自组织网络的最优跨层资源分配的研究中,提出了带多个“信源-信宿对”的可充电协作认知无线电自组织网络的资源分配和接入控制算法,解决了资源分配联合接入控制的难题。通过考虑链路的有损本质,提出了有损自组织网络的分布式联合传输速率、链路功率和平均延迟控制算法,破解了快速衰落引起的速率和功率频繁更新问题,实现了平均SINR、速率中断概率和网络效用最大化三者的相互融合。