Energy Packing Efficiency of the Hadamard Transform

This concise paper presents a theoretical evaluation of energy packing of the Hadamard transform which is often used in signal processing. It is shown that energy contained in the lowest
1/2^{j}
(
j
: positive integer) of a signal's sequency spectrum can be explicitly evaluated in terms of covariances of the signal.