Chernoff-Type Bounds for the Gaussian Error Function

被引:90
作者
Chang, Seok-Ho [1 ]
Cosman, Pamela C. [1 ]
Milstein, Laurence B. [1 ]
机构
[1] Univ Calif San Diego, Dept Elect & Comp Engn, La Jolla, CA 92093 USA
基金
美国国家科学基金会;
关键词
Bounds; error function; exponential; Gaussian Q-function; MARCUM Q-FUNCTION; FADING CHANNELS; PROBABILITY; APPROXIMATION; COMPUTATION;
D O I
10.1109/TCOMM.2011.072011.100049
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
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页码:2939 / 2944
页数:6
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