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We present a new algorithm for the global solution of optimization problems involving bilinear matrix inequalities (BMIs). The method is based on a technique known in large-scale and global optimizati...
In wireless data networks the optimal routing of data depends on the link capacities which, in turn, are determined by the allocation of communications resources (such as powers and bandwidths) to the...
We present a simple distributed algorithm for analyzing well-posedness and stability of a system composed of different sub-units, interconnected over an arbitrary graph. The procedure consists in solv...
We develop computational bounds on performance for causal state feedback stochastic control with linear dynamics, arbitrary noise distribution, and arbitrary input constraint set. This can be very use...
Atomic Decomposition by Basis Pursuit     overcomplete signal representation  denoising       font style='font-size:12px;'> 2015/7/3
The time-frequency and time-scale communities have recently developed a large number of overcomplete waveform dictionariesstationary wavelets, wavelet packets, cosine packets, chirplets, and warple...

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