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EMMCVPR
2007
Springer
14 years 2 months ago
Bayesian Inference for Layer Representation with Mixed Markov Random Field
Abstract. This paper presents a Bayesian inference algorithm for image layer representation [26], 2.1D sketch [6], with mixed Markov random field. 2.1D sketch is an very important...
Ru-Xin Gao, Tianfu Wu, Song Chun Zhu, Nong Sang
HIPC
2007
Springer
14 years 2 months ago
Channel Adaptive Real-Time MAC Protocols for a Two-Level Heterogeneous Wireless Network
Abstract. Wireless technology is becoming an attractive mode of communication for real-time applications in typical settings such as in an industrial setup because of the tremendou...
Kavitha Balasubramanian, G. Sudha Anil Kumar, G. M...
IJCNN
2006
IEEE
14 years 1 months ago
Greedy forward selection algorithms to Sparse Gaussian Process Regression
Abstract— This paper considers the basis vector selection issue invloved in forward selection algorithms to sparse Gaussian Process Regression (GPR). Firstly, we re-examine a pre...
Ping Sun, Xin Yao
INFOCOM
2006
IEEE
14 years 1 months ago
Cross-Layer Congestion Control, Routing and Scheduling Design in Ad Hoc Wireless Networks
Abstract— This paper considers jointly optimal design of crosslayer congestion control, routing and scheduling for ad hoc wireless networks. We first formulate the rate constrai...
Lijun Chen, Steven H. Low, Mung Chiang, John C. Do...
INFOCOM
2006
IEEE
14 years 1 months ago
Distributed Uplink Power Control for Optimal SIR Assignment in Cellular Data Networks
Abstract—This paper solves the joint power control and SIR assignment problem through distributed algorithms in the uplink of multi-cellular wireless networks. The 1993 Foschini-...
Prashanth Hande, Sundeep Rangan, Mung Chiang