Convex Optimization in Signal Processing and Communications

Topics covered: • automatic code generation • graphical models • gradient-based algorithms for signal recovery • semidefinite programming (SDP) relaxation • radar waveform design via SDP • blind source separation for image processing • modern sampling theory • robust broadband beamforming • distributed multiagent optimization for networked systems • cognitive radio systems via game theory • the variational-inequality approach for Nash-equilibrium solutions