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» Statistical Performance Modeling and Optimization
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ICASSP
2011
IEEE
14 years 7 months ago
The role of GTD in optimizing biorthogonal filter banks
Filter bank optimization for specific input statistics has been of great interest in both theory and practice in many signal processing applications. In this paper we consider bi...
Ching-Chih Weng, P. P. Vaidyanathan
125
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JCM
2006
118views more  JCM 2006»
15 years 3 months ago
Joint Optimization of Local and Fusion Rules in a Decentralized Sensor Network
Decentralized sensor networks are collections of individual local sensors that observe a common phenomenon, quantize their observations, and send this quantized information to a ce...
Nithya Gnanapandithan, Balasubramaniam Natarajan
JMLR
2012
13 years 6 months ago
A General Framework for Structured Sparsity via Proximal Optimization
We study a generalized framework for structured sparsity. It extends the well known methods of Lasso and Group Lasso by incorporating additional constraints on the variables as pa...
Luca Baldassarre, Jean Morales, Andreas Argyriou, ...
121
Voted
ICC
2009
IEEE
168views Communications» more  ICC 2009»
15 years 10 months ago
Optimal Sleep-Wake Policies for an Energy Harvesting Sensor Node
—We study a sensor node with an energy harvesting source. In any slot, the sensor node is in one of two modes: Wake or Sleep. The generated energy is stored in a buffer. The sens...
Vinay Joseph, Vinod Sharma, Utpal Mukherji
110
Voted
ICIP
2002
IEEE
15 years 8 months ago
Video skims: taxonomies and an optimal generation framework
This paper presents a new conceptual framework for summarization that considers the relationship between entities, device properties and user information needs. We summarize using...
Hari Sundaram, Shih-Fu Chang