DocumentCode
1284079
Title
Chernoff-Type Bounds for the Gaussian Error Function
Author
Chang, Seok-Ho ; Cosman, Pamela C. ; Milstein, Laurence B.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of California San Diego, La Jolla, CA, USA
Volume
59
Issue
11
fYear
2011
fDate
11/1/2011 12:00:00 AM
Firstpage
2939
Lastpage
2944
Abstract
We study single-term exponential-type bounds (also known as Chernoff-type bounds) on the Gaussian error function. This type of bound is analytically the simplest such that the performance metrics in most fading channel models can be expressed in a concise closed form. We derive the conditions for a general single-term exponential function to be an upper or lower bound on the Gaussian error function. We prove that there exists no tighter single-term exponential upper bound beyond the Chernoff bound employing a factor of one-half. Regarding the lower bound, we prove that the single-term exponential lower bound of this letter outperforms previous work. Numerical results show that the tightness of our lower bound is comparable to that of previous work employing eight exponential terms.
Keywords
Gaussian processes; fading channels; Chernoff-type bounds; Gaussian error function; general single-term exponential function; single-term exponential lower bound; single-term exponential upper bound; single-term exponential-type bounds; Approximation methods; Communication systems; Error probability; Fading channels; Signal to noise ratio; Upper bound; Bounds; Gaussian Q-function; error function; exponential;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2011.072011.100049
Filename
5963622
Link To Document