Title :
L1 error criterion based optimal FIR filters
Author :
Aggarwal, A. ; Kumar, M. ; Rawat, T.K.
Author_Institution :
Div. of Electron. & Commun. Eng., Netaji Subhas Inst. of Technol., New Delhi, India
Abstract :
This paper presents an L1 optimization method for the design of Nth order finite impulse response (FIR), highpass (HP) and bandstop (BS) digital filters. For the calculation of optimal filter coefficients, L1 optimization criterion is adopted. It is seen that filters in L1 sense posses flat passband and stopband while retaining a transition band, which is comparable to existing filter design techniques. Simulation results affirm that the proposed L1 method outperforms over the existing filter design methods in terms of smaller passband and stopband ripples and sharp transitions.
Keywords :
FIR filters; band-stop filters; high-pass filters; optimisation; L1 error criterion based optimal FIR filters; L1 optimization method; bandstop filters; digital filters; filter design methods; filter design techniques; finite impulse response; highpass filters; passband ripples; stopband ripples; transition band; Artificial neural networks; Passband; Digital Filters; Equiripple filter design; Finite impulse response; L1 norm;
Conference_Titel :
India Conference (INDICON), 2014 Annual IEEE
Conference_Location :
Pune
Print_ISBN :
978-1-4799-5362-2
DOI :
10.1109/INDICON.2014.7030639