Abstract
The multirate transformation is a frequently used method for decimation and interpolation in real-time digital signal processing. In wireless applications, comb-based decimation filters are used because of their high alias elimination and low complexity. A symmetrical FIR filter, namely a cascaded integrator-comb (CIC) filter, can be utilized as a decimation filter. Since this filter does not have a multiplier, it requires fewer hardware resources and has a higher speed than other decimation filters. The main considerations in design objectives for current digital signal processing (DSP) applications are optimization of power, speed and hardware resources. The redundant number system is used in digital systems to reduce computational load, and this efficiency can then be further improved by modifying the architecture at the circuit level. Thus, the signed digit-based FIR filter is proposed as a compensation filter that reduces the passband droop and increases the attenuation in the folding band. Based on the proposed compensation filter with CIC filter design, a reduction in passband droop of 17.27 \(\%\) and improvement in attenuation in the folding band of 12.29 \(\%\) are achieved in comparison with the existing structure. In addition, the simulation results show a decrease in LUTs utilized of 10.44 \(\%\) in comparison with the existing design.
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References
Mondal K, Mitra S (2012) Non-recursive decimation filters with arbitrary integer decimation factors. IET Circuits Devices Syst 6(3):141–151. https://doi.org/10.1049/iet-cds.2011.0240
Dolecek GJ, Harris F (2009) On design of two-stage CIC compensation filter. IEEE Int Symp Ind Electron ISlE:903–908. https://doi.org/10.1007/11823285_121
Abinaya A, Maheswari M, Alqahtani AS (2021) Heuristic analysis of CIC filter design for next-generation wireless applications. Arab J Sci Eng 46(2):1257–1268. https://doi.org/10.1007/s13369-020-05016-1
Gan C, Li X (2021) Improved CIC decimation filter on software defined radio. ACM Int Conf Proceeding Ser:232–238. https://doi.org/10.1145/3456415.3456453
Awasthi V, Raj K (2016) Compensated CIC-hybrid signed digit decimation filter. World Acad Sci, Eng Technol Int J Electr Commun Eng 10(12)
Awasthi V, Raj K (2011) Performance comparison of hybrid signed digit arithmetic in efficient computing 3(10):7623–7632
Milić DN, Pavlović VD (2006) A new class of low complexity low-pass multiplier-less linear phase special CIC FIR filters. IEEE Signal Process Lett 21(12):1511–1515. https://doi.org/10.1109/LSP.2014.2343212
Jing Q, Li Y, Tong J (2019) Performance analysis of multi-rate signal processing digital filters on FPGA. Eurasip J Wirel Commun Netw 1. https://doi.org/10.1186/s13638-019-1349-9
Akeela R, Dezfouli B (2006) Software-defined Radios: architecture, state-of-the-art, and challenges. Comput Commun 128:106–125. https://doi.org/10.1016/j.comcom.2018.07.012
Sinha T, Bhaumik J (2006) Design of computationally efficient sharp FIR filter utilizing modified multistage FRM technique for wireless communications systems. J Electron Sci Technol 17:185–192. https://doi.org/10.11989/JEST.1674-862X.70728080
Jawahar A, Latha PP (2006) Implementation of high-order FIR digital filtering for software defined radio receivers. Int Conf Signal Process Commun Power Embed Syst SCOPES 2016—Proc 1:1452–1456. https://doi.org/10.1109/SCOPES.2016.7955680
Murthy CS, Sridevi K (2021) Optimized DA-reconfigurable FIR filters for software defined radio channelizer applications. Circuit World 47(3):252–261. https://doi.org/10.1108/CW-11-2020-0332
Sakthivel V, Elias E (2018) Low complexity reconfigurable channelizers using non-uniform filter banks. Comput Electr Eng 68:389–403. https://doi.org/10.1016/j.compeleceng.2018.04.015
Garcia Baez JR, Jovanovic Dolecek G (2014) Applications of corrector filters to improve magnitude response of comb decimation filter. Midwest Symp Circ Sys:699–702. https://doi.org/10.1109/MWSCAS.2014.6908511
Srivastava AK, Raj K (2021) An efficient FIR filter based on hardware sharing architecture using CSD coefficient grouping for wireless application. Wirel Pers Commun (0123456789). https://doi.org/10.1007/s11277-021-09296-0
Nair PM, Mehra R, Chandni (2017) Reconfigurable low pass FIR filter design using canonic signed digit for audio applications. Indian J Sci Technol 10(16):1–6. https://doi.org/10.17485/ijst/2017/v10i16/114305
Mittal A, Nandi A, Yadav D (2016) Comparative study of 16-order FIR filter design using different multiplication techniques. IET Circ Dev Syst 11(3):196–200. doi.org/10.1049/iet-cds.2016.0146
Lou X, Yu YJ, Meher PK (2016) Analysis and optimization of product accumulation section for efficient implementation of FIR filters. IEEE Trans Circ Syst I Regul Pap 63(10):1701–1703. https://doi.org/10.1109/TCSI.2016.2587105
Seshadri R, Ramakrishnan S ()FPGA implementation of digital FIR and IIR filters. Concurr Comput 33(3):1–11. https://doi.org/10.1002/cpe.5246
Jiang L, Zhang H, LV H , Li P (2020) An overview of FIR filter design in future multicarrier communication systems. Electron 9(4). https://doi.org/10.3390/electronics9040599
Touil L, Hamdi A , Gassoumi I, Mtibaa A (2020) Design of low-power structural FIR filter using data-driven clock gating and multibit flip-flops. J Electr Comput Eng. https://doi.org/10.1155/2020/8108591
Ray D, George NV, Meher PK Efficient shift-add implementation of FIR filters using variable partition hybrid form structures. IEEE Trans Circ Syst I: Regular Papers 65(12):4247–4257. doi.org/10.1109/TCSI.2018.2838666
Jovanovic Dolecek G , Laddomada M (2015) Design of two-stage nonrecursive rotated comb decimation filters with droop compensation and multiplierless architecture. J Franklin Inst 352(3)913–929. https://doi.org/10.1016/j.jfranklin.2014.11.016
Dolecek GJ, Laddomada M (2013) An improved class of multiplierless decimation filters: analysis and design. Digit Signal Process 23(5):1773–1782. doi.org/10.1016/j.dsp.2013.05.011
Tanaka Y (2016) Efficient signed-digit-to-canonical-signed-digit recoding circuits. Microelectronics J 57:21–25. https://doi.org/10.1016/j.mejo.2016.09.001
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Srivastava, A.K., Raj, K., Kumar, A. (2023). Design and Analysis of CIC Decimation Filter Using Redundant Number System. In: Nagaria, R.K., Tripathi, V.S., Zamarreno, C.R., Prajapati, Y.K. (eds) VLSI, Communication and Signal Processing. VCAS 2022. Lecture Notes in Electrical Engineering, vol 1024. Springer, Singapore. https://doi.org/10.1007/978-981-99-0973-5_56
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