Title : 
Convex separable problems with linear and box constraints
         
        
            Author : 
D´Amico, Antonio A. ; Sanguinetti, Luca ; Palomar, Daniel P.
         
        
            Author_Institution : 
Dipt. di Ing. dell´Inf., Univ. of Pisa, Pisa, Italy
         
        
        
        
        
        
            Abstract : 
In this work, we focus on separable convex optimization problems with linear and box constraints and compute the solution in closed-form as a function of some Lagrange multipliers that can be easily computed in a finite number of iterations. This allows us to bridge the gap between a wide family of power allocation problems of practical interest in signal processing and communications and their efficient implementation in practice.
         
        
            Keywords : 
convex programming; signal processing; Lagrange multiplier; box constraint; closed-form solution; convex separable problem; linear constraint; power allocation problem; separable convex optimization problem; signal processing; Convex functions; Equations; MIMO; Optimization; Quality of service; Signal processing; Signal processing algorithms;
         
        
        
        
            Conference_Titel : 
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
         
        
            Conference_Location : 
Florence
         
        
        
            DOI : 
10.1109/ICASSP.2014.6854683