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2024春化工系过程系统工程研究所“智能化工”学术报告
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报告题目:
无线传感器网络研究系列报告之六:Optimization-based Rate Control
 报告人:
Bhaskar Krishnamachari
Dr. Associate Professor  
Department of Electrical Engineering-Systems 
Department of Computer Science (Joint Appointment) 
USC Viterbi School of Engineering
报告时间:
2009-05-12 10:00
报告地点:
东主楼10区309
主办单位:
电子工程系
  简介:

报告摘要:

Since the pioneering work by Kelly et al. (1998) and Low-Lapsley (1999), there has been a concerted attempt to make congestion control a science rather than an art, by giving it a mathematical basis. While this has found good success in wired networks, I will describe why there is a greater gap between theory and practice in wireless networks. I present a cross-layer bandwidth model for wireless sensor networks called the receiver capacity model. As an application of this model, I will
describe the design and implementation of the wireless rate control protocol (WRCP), the first explicit and precise distributed rate-based congestion control protocol for wireless sensor networks. I will also discuss how this model can be used to develop market-based rate optimization algorithms. Finally, I will discuss work on developing a novel Backpressure-based Rate Control Protocol (BRCP), which performs rate optimization based on queue-backpressure scheduling and Lyaopunov-drift minimization.

报告人简历:
Dr. Krishnamachari is Philip and Cayley Early Career Chair Assistant Professor at the Viterbi School of Engineering at the University of Southern California. He has been a faculty member in the Department of Electrical Engineering - Systems since 2002, with a joint appointment in the Department of Computer Science at USC. He directs the Autonomous Networks Research Group at USC.
 
Dr. Krishnamachari's research interests are focused on performance analysis and design of algorithms for information routing and self-configuration in large-scale wireless sensor networks. Sensor networks are large-scale unattended networked embedded systems, with applications ranging from environmental sensing, structural monitoring, and industrial process control, to emergency response and mobile target tracking.
 
Dr. Krishnamachari received the USC Viterbi School of Engineering Junior Faculty Research Award in 2005 and the prestigious National Science Foundation CAREER award in 2004. He is actively involved in the sensor networks community, serving as TPC member and organizer for several research conferences. He is an editor for the Elsevier Journal of Ad Hoc Networks, the ACM Mobile Computing and Communications Review, and the EURASIP Journal of Wireless Communications and Networking. Dr. Krishnamachari has authored a textbook titled Networking Wireless Sensors, recently published by Cambridge University Press.
 
Dr. Krishnamachari obtained his B.E. in Electrical Engineering with a four-year full tuition scholarship at The Cooper Union for the Advancement of Science and Art, in New York City in 1998. He was a co-recipient of the first prize at the 1998 IEEE Region I annual student paper contest, for a paper based on his senior project: Design of Ultra High Speed Microwave Digital Logic Gates. He then pursued his graduate studies at Cornell University, where he was awarded a three-year graduate fellowship and named one of the eight 1998 Olin Presidential Fellows. He completed his M.S. in Electrical Engineering with a thesis titled Global Optimization in the Design of Mobile Communication Systems in 1999. In May 2002, he defended his Ph.D. thesis dissertation at Cornell University on Phase Transitions, Structure, and Complexity in Wireless Networks.
 
Dr. Krishnamachari is a member of the IEEE and ACM and the honor societies Tau Beta Pi and Eta Kappa Nu.
 
 
联系人:张林
Complex Engineered Systems Lab (CESL)
Department of Electronic Engineering, Tsinghua University
Tsinghua (EE)—Cisco Joint Lab for Green Technology
Tel / Fax: +86 (10) 62781382
http://sensor.ee.tsinghua.edu.cn 

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