A new method of signal restoration is presented for applications where the signal is a sparse, positive series of delta functions. The method is defined by solving the constrained maximization problem maximize

subject to

and

. An algorithm to obtain the solution to this problem is given. Results are shown that demonstrate the successful application of this method.