Digital Signal Processing Reference
In-Depth Information
Table 5.2 Synthesis report for the FPGA implementation
Resources
Used
Avail
Utilisation
Input/output
32
140
22.86
Global buffers
0
16
0.00
Function generators
451
2816
16.02
CLB slices
226
1408
16.05
DFFs or latches
0
3236
0.00
Block RAMs
0
12
0.00
Block multiplier
4
12
33.33
Total FPGA
713
7640
9.33
peak (Figure 5.14(b)), but this is only due to the lower resolution (4 bits). The
synthesis report in Table 5.2 gives the silicon utilisation. CLBs are configurable
logic blocks and DFFs are delay flip-flops.
5.9 Summary
In this chapter we described various hardware elements that are frequently used to
convert the given analogue signal into digital form. We implemented a second-order
BPF in SIMULINK and in fixed-point hardware then compared the results. We
looked at a hardware realisation scheme that led us to consider pipelining and its
associated problems. We gave an in-depth discussion on various methods of
pipelining FIR and IIR filters. Then we looked at a complex algorithm for
estimating frequency based on time series data and implemented on the
DSP5630X using C. To implement this algorithm using FPGAs, we chose a design
using FIR filters.
References
1. K. H. Lundberg, High-speed analogue-to-digital converter survey. Available from www.mit.edu/klund/
www/papers/UNP_flash.pdf.
2. M. A. Soderstrand, H. H. Loomis and R. Gnanasekaran, Pipelining techniques for IIR digital filters. In
Proceedings of the IEEE International Symposium on Circuits and Systems, New Orleans LA, May
1990, pp. 121-24.
3. K. V. Rangarao and P. A. Janakiraman, A new algorithm for frequency estimation in the presence of
phase noise. Digital Signal Processing, 4 (3), 198-203, July 1994.
4. M. Yotsyanagi, T. Etoh and K. Hirata, A 10-b 50-MHz pipelined CMOS A/D converter with
S/H. IEEE Journal of Solid State Circuits, 28 (3), 292-300, March 1993.
5. T. S¨derstr¨m and P. Stoica, System Identification. Hemel Hempstead, UK: Prentice Hall, 1989.
6. P. Young, Recursive Estimation and Time Series Analysis, p. 25. New York: Springer-Verlag, 1984.
7. D. M. Himmelblau, Applied Non-linear Programming, p. 75. New York: McGraw-Hill, 1972.
8. M. S. El Hennawey et al., MEM and ARMA estimators of signal carrier frequency. IEEE Transactions
on Acoustics, Speech and Signal Processing, 34 , 618, June 1986.
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