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» On Multiple Linear Approximations
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115
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ASC
2007
14 years 10 months ago
An approximate stability analysis of nonlinear systems described by Universal Learning Networks
Stability is one of the most important subjects in control systems. As for the stability of nonlinear dynamical systems, Lyapunov’s direct method and linearized stability analys...
Kotaro Hirasawa, Shingo Mabu, Shinji Eto, Jinglu H...
ICCCN
2007
IEEE
15 years 4 months ago
Interleaving Techniques for W-CDMA Linear Equalization Receivers
—This paper focuses on the use of specific interleaving techniques for use in W-CDMA (Wideband Code Division Multiple Access). The linear equalization algorithm usually performs ...
João Carlos Silva, Rui Dinis, Nuno Souto, F...
79
Voted
CORR
2010
Springer
124views Education» more  CORR 2010»
14 years 8 months ago
A New SLNR-based Linear Precoding for Downlink Multi-User Multi-Stream MIMO Systems
—Signal-to-leakage-and-noise ratio (SLNR) is a promising criterion for linear precoder design in multi-user (MU) multiple-input multiple-output (MIMO) systems. It decouples the p...
Peng Cheng, Meixia Tao, Wenjun Zhang
99
Voted
ICASSP
2011
IEEE
14 years 2 months ago
Compressed classification of observation sets with linear subspace embeddings
We consider the problem of classification of a pattern from multiple compressed observations that are collected in a sensor network. In particular, we exploit the properties of r...
Dorina Thanou, Pascal Frossard
83
Voted
ICRA
2009
IEEE
143views Robotics» more  ICRA 2009»
15 years 4 months ago
Least absolute policy iteration for robust value function approximation
Abstract— Least-squares policy iteration is a useful reinforcement learning method in robotics due to its computational efficiency. However, it tends to be sensitive to outliers...
Masashi Sugiyama, Hirotaka Hachiya, Hisashi Kashim...