Option 1: A programmable Digital (FIR) Filter
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- Shauna French
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1 Design Project Your design project is basically a module filter. A filter is basically a weighted sum of signals. The signals (input) may be related, e.g. a delayed versions of each other in time, e.g. for speech signals, or spatially related as when one uses different pixels in an image. Thus, we have a signal, a (weight, coefficient, or) tap. The tap must be stored or loaded to the processor. It is likely to be in a digital format. The input and the output can be analog if one is interfaced with the real-world or digital if stored in a processor. One can implement the filter as fully digital. In that case, we need the signals to be digitized and we need to store the taps in memory or registers. We also need a digital adder and digital multipliers (both consume a relatively large realstate, and have delays). In contrast, if one implements the filter as fully analog, the storage become challenging. However, the basic operations of multiply and add are very simple. One needs a multiplier (e.g. a trans-amp can be a 2-quadrant multiplier) and adding. Adding in analog can be performed by adding currents. In analog, adding currents in simply connecting 2 wires. So while the operations of multiply and add are very cheap in analog, storage, processing analog signal is a challenge. In this project, your team can choose to explore the digital route or analog route for implementing filtering. For analog, the designer has to optimize the basic multiplier and adding cells. E.g., one has to reduce the current generated from each block in the sum if we have more blocks to add. E.g., the maximum total current outputted must be divided by the number of basic blocks. The TA and I will be helping in in whichever route your team chooses. The performance metrics of (i) power consumption, (ii) speed (or delay), and (iii) realstate apply to both designs. One may add other performances, e.g. (iv) accuracy, (v) noise as well. In the following brief summary descriptions of the projects. Please choose by Monday, April 7, 2014.
2 Problem Statement: Option 1: A programmable Digital (FIR) Filter Your team will be challenged to design a programmable digital FIR filter. FIR, stands for "Finite Impulse Response," it is a dominant digital filter used in Digital Signal Processing (DSP) applications. You will be designing a module circuits and layout that provides this processing. On the outset, your goals are to use the power consumption, delay, and area as your design metrics of your module. The basic form of an FIR filter is a weighted sum of delayed version of an incoming signal. See the diagram below. It uses elementary components of multiply and add in order to generate the filtered output. Thus one needs to develop/use incoming signal and its delays, multiply each delay to a weight/tap value (from memory or a register), then adding the outcome for several weights/taps. In digital designs, an adder is one of the fundamental arithmetic operations. It is used extensively in many VLSI systems such as microprocessors and application specific DSP architectures. It participates in many other useful operations such as subtraction, multiplication, division etc. In this project, a programmable FIR Filter will be implemented including programming (e.g. download/upload) memory weight/taps using CMOS circuitry and the Cadence VLSI design tools. The Results will be judged based on on their ability to satisfy several competing goals: 1. Speed (min-delay) 2. Power 3. Minimization of the total area Architectural Design: Your chip design is comprised of three stages: 1. High level System Specification and block definitions. 2. Component Level Topology and Simulation 3. Layout level LVS, DRC and etc. Specification Guideline Details: 1. You may assume that your Module receives one input analog signal ( ) or five digital bits (from memory or registers) which represents your input signal. In case, analog input signal ( ), you should convert the input into digital signals using 5 bits ADC circuit. 2. Your Module delivers should one analog output signals. However, you should use the Circuit to get your analog output signal. 3. You should include 5-bit memory taps (denoted by w) as shown in the basic cell figure. 4. You should consider at least 32 memory taps (up to 256 taps.)
3 Here are the basic building blocks: Unit Delay Fig.1. Building Blocks Unit Delay 1 Unit Delay 2 Unit Delay
4 Fig.2. FIR Filters Structure/Diagrams Delay Block: Teams may use buffers (double or multiple inverters) with specified delays or may use registers to delay and sychncrnize the data line x[n]. Adder Block: You can use one of the following Full Adder Circuits: 1. Full Adder blocks. For example, here is an example using logic gates.
5 2. Full Adder using the example adder at the CMOS transistor level
6 Multiplier Block: it comprised using Full adders as in the example below
7 Your Design Project Description Design a programmable analog filter bank: Your Module receives external (analog) input signals (x(t)), and outputs one or several signal outputs (y(t)). Include programming (i.e. download/upload) memory for the taps (w). Design Project P1
8 Non-adaptive Filter-Bank Processor Processor. is to compute a vector-matrix multiplication. y=wx; or y = wx : = y y : = wx i j= n j= n (analog) Multiplier cell ij j ij ij ij j j= 0 j= 0 Local computation of analog multipliers For speech/music signal s(t), one may gets: y = wx : = wst ( jdt) i j= n j= n ij j j= 0 j= 0 ij ECE 410, Prof. F. Salem Design Project P2
9 . Signal lines: Cross-bar (array) layout y 1 y i x 1 x j ECE 410, Prof. F. Salem Design Project P3
10 Basic Cell y i Static memory x j c Floating-gate w ij MU 1) Choose memory type to generate the taps (w_ij) 2) Use Trans-amp for an analog multiplier 3) Connect cell outputs to sum current Dynamic memory ECE 410, Prof. F. Salem Design Project P4
11 Basic Cell ADC Control Bus MU Control Bus i Learning/Processing y 0 y 1 x 0 1 y n x N ADC control x 0 w 00 e 0 x 0 w 10 e 1 x 0 w n0 e n w 00 w 10 w n0 w i0 Mux ADC control x 1 w 01 e 0 x 1 w 11 e 1 x 1 w n1 e n w 01 w 11 w n1 Mux ADC control x n w 0n e 0 x n w 1n e 1 x n w nn e n w 0n w 1n w nn w in Mux δ 0 1 δ N e 0 e 1 e n ECE 410, Prof. F. Salem Design Project P5
12 Think in layered design: analog/digital. DIGITAL CHIP LEVEL CONTROL SIGNALS CHIP LEVEL DECODER CHIP LEVEL MU/ DEMU DIGITAL SUPERVISORY & MULTIPLEING LAYER RAM RAM RAM (OPTIONAL) DIGITAL INPUT SIGNALS RAM RAM RAM DIGITAL STORAGE, PROCESSING AND CONTROL LAYER ANALOG / DIGITAL INPUTS ANALOG/ DIGITAL OUTPUTS ANALOG NEURAL PROCESSING LAYER ECE 410, Prof. F. Salem Design Project P6
13 . Architectural Design The Module design is comprised of three stages High Level ( system specifications, block definitions) Component Level (Architectural/topology, simulations) Layout Level (Cadence LVS, DRC,..) ECE 410, Prof. F. Salem Design Project P7
14 User friendly design: think as the end-user. Your Module chip should operate in (easy) operational modes, e.g.: i. (on-chip) Store digital Program ii. Program read/write (taps) digital iii. Process analog filter processing ECE 410, Prof. F. Salem Design Project P8
s(t) s(t-dt) s(t-2dt) s(t-3dt) s(t-ndt) s(t)
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