Page 200 - Special Topic Session (STS) - Volume 3

STS540 Zhi Song et al.

Table 1: Optimal ℎ( ) ℎ( ̂) of various EL and EC schemes with the FIR
̂
ℎ
ℎ
feature for (, ), Cauchy(, ) and SE(, ) distributions with = 100, =
5 when = 0.1 and CUFAP(10)=0.04.

(, )
EL-fir EL-fvacl EC-fir EC-fvacl
0 1+QD/ 0.14(2.65),0.13(2.65) 0.04(3.32),0.05(3.33) 0.16(2.85),0.15(2.85) 0.03(3.55),0.03(3.55)
4
0 1+QD/ 0.14(2.65),0.12(2.63) 0.05(3.33),0.05(3.33) 0.16(2.85),0.16(2.85) 0.03(3.55),0.03(3.55)
2
0 1+QD 0.18(2.69),0.18(2.69) 0.04(3.32),0.04(3.32) 0.16(2.85),0.16(2.85) 0.04(3.57),0.03(3.55)
QD/4 1 0.14(2.65),0.14(2.65) 0.04(3.32),0.07(3.36) 0.24(2.96),0.20(2.91) 0.03(3.55),0.04(3.57)
QD/4 1+QD/ 0.16(2.67),0.12(2.63) 0.05(3.33),0.04(3.32) 0.16(2.85),0.16(2.85) 0.03(3.55),0.03(3.55)
4
QD/4 1+QD/ 0.18(2.69),0.20(2.72) 0.05(3.33),0.05(3.33) 0.16(2.85),0.20(2.91) 0.03(3.55),0.03(3.55)
2
QD/4 1+QD 0.18(2.69),0.18(2.69) 0.05(3.33),0.04(3.32) 0.16(2.85),0.16(2.85) 0.03(3.55),0.03(3.55)
QD/2 1 0.16(2.67),0.14(2.69) 0.04(3.32),0.04(3.32) 0.21(2.92),0.18(2.89) 0.03(3.55),0.06(3.59)
QD/2 1+QD/ 0.14(2.65),0.18(2.69) 0.05(3.33),0.03(3.32) 0.24(2.96),0.24(2.96) 0.03(3.55),0.03(3.55)
4
QD/2 1+QD/ 0.18(2.69),0.18(2.69) 0.04(3.32),0.04(3.32) 0.16(2.85),0.16(2.85) 0.03(3.55),0.03(3.55)
2
QD/2 1+QD 0.18(2.69),0.18(2.69) 0.04(3.32),0.05(3.33) 0.16(2.85),0.16(2.85) 0.03(3.55),0.01(3.54)
ℎ ̅ ( ℎ ̅ ), (ℎ ̂ ̅ , ̂ ̅) 0.16(2.67)0.16(2.67) 0.05(3.33),0.05(3.33) 0.18(2.89),0.18(2.89) 0.03(3.55),0.03(3.55)
ℎ
Cauchy(, )
θ EL-fir EL-fvacl EC-fir EC-fvacl
0 1+QD/ 0.16(2.67),0.16(2.67) 0.04(3.32),0.05(3.33) 0.29(3.05),0.24(2.96) 0.03(3.55),0.03(3.55)
4
0 1+QD/ 0.18(2.69),0.18(2.69) 0.04(3.32),0.04(3.32) 0.16(2.85),0.16(2.85) 0.03(3.55),0.03(3.55)
2
0 1+QD 0.18(2.69),0.18(2.69) 0.04(3.32),0.04(3.32) 0.16(2.85),0.16(2.85) 0.03(3.55),0.03(3.55)
QD/4 1 0.12(2.63),0.10(2.62) 0.05(3.33),0.04(3.32) 0.16(2.85),0.13(2.83) 0.03(3.55),0.05(3.59)
QD/4 1+QD/ 0.14(2.65),0.16(2.67) 0.04(3.32),0.04(3.32) 0.24(2.96),0.21(2.92) 0.03(3.55),0.02(3.55)
4
QD/4 1+QD/ 0.16(2.67),0.18(2.69) 0.04(3.32),0.05(3.33) 0.16(2.85),0.16(2.85) 0.03(3.55),0.02(3.55)
2
QD/4 1+QD 0.21(2.73),0.18(2.69) 0.04(3.32),0.04(3.32) 0.16(2.85),0.21(2.92) 0.03(3.55),0.03(3.55)
QD/2 1 0.14(2.65),0.16(2.67) 0.04(3.32),0.04(3.32) 0.24(2.96),0.24(2.96) 0.03(3.55),0.03(3.55)
QD/2 1+QD/ 0.16(2.67),0.16(2.67) 0.04(3.32),0.04(3.32) 0.16(2.85),0.16(2.85) 0.03(3.55),0.03(3.55)
4
QD/2 1+QD/ 0.18(2.69),0.18(2.69) 0.04(3.32),0.04(3.32) 0.24(2.96),0.21(2.92) 0.04(3.57),0.03(3.55)
2
QD/2 1+QD 0.28(2.83),0.25(2.79) 0.04(3.32),0.05(3.33) 0.24(2.96),0.21(2.92) 0.03(3.55),0.03(3.55)
ℎ ̅ ( ℎ ̅ ), (ℎ ̂ ̅ , ̂ ̅) 0.17(2.69),0.17(2.69) 0.04(3.32),0.04(3.32) 0.19(2.90),0.19(2.90) 0.03(3.55),0.03(3.55)
ℎ
SE(θ, δ)
θ δ EL-fir EL-fvacl EC-fir EC-fvacl
0 1+QD/ 0.18(2.69),0.13(2.65) 0.04(3.32),0.05(3.33) 0.16(2.85),0.18(2.89) 0.03(3.55),0.03(3.55)
4
0 1+QD/ 0.16(2.67),0.18(2.69) 0.04(3.32),0.04(3.32) 0.16(2.85),0.18(2.89) 0.03(3.55),0.03(3.55)
2
0 1+QD 0.12(2.63),0.16(2.67) 0.04(3.32),0.05(3.33) 0.16(2.85),0.16(2.85) 0.01(3.54),0.03(3.55)
QD/4 1 0.29(2.85),0.28(2.83) 0.06(3.35),0.08(3.37) 0.41(3.30),0.41(3.30) 0.06(3.59),0.06(3.59)
QD/4 1+QD/ 0.16(2.67),0.18(2.69) 0.04(3.32),0.04(3.32) 0.24(2.96),0.24(2.96) 0.02(3.55),0.03(3.55)
4
QD/4 1+QD/ 0.12(2.63),0.14(2.65) 0.04(3.32),0.04(3.32) 0.24(2.96),0.24(2.96) 0.03(3.55),0.03(3.55)
2
QD/4 1+QD 0.21(2.73),0.18(2.67) 0.04(3.32),0.05(3.33) 0.16(2.85),0.21(2.92) 0.03(3.55),0.03(3.55)
QD/2 1 0.30(2.86),0.30(2.86) 0.04(3.32),0.05(3.33) 0.24(2.96),0.24(2.96) 0.08(3.61),0.04(3.57)
QD/2 1+QD/ 0.18(2.69),0.14(2.65) 0.05(3.33),0.04(3.32) 0.29(3.05),0.24(2.96) 0.03(3.55),0.02(3.55)
4
QD/2 1+QD/ 0.30(2.86),0.28(2.83) 0.05(3.33),0.04(3.32) 0.24(2.96),0.24(2.96) 0.03(3.55),0.03(3.55)
2
QD/2 1+QD 0.22(2.75),0.21(2.73) 0.05(3.33),0.05(3.33) 0.16(2.85),0.16(2.85) 0.03(3.55),0.02(3.55)
ℎ ̅ ( ℎ ̅ ), (ℎ ̂ ̅ , ̂ ̅) 0.20(2.72),0.20(2.72) 0.05(3.33),0.05(3.33) 0.22(2.95),0.23(2.96) 0.03(3.55),0.03(3.55)
ℎ

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