A Scalable Correlator Architecture Based on Modular FPGA Hardware, Reuseable Gateware, and Data Packetization

A new generation of radio telescopes is achieving unprecedented levels of sensitivity and resolution, as well as increased agility and field-of-view, by employing high-performance digital signal processing hardware to phase and correlate large numbers of antennas. The computational demands of these imaging systems scale in proportion to BMN^2, where B is the signal bandwidth, M is the number of independent beams, and N is the number of antennas. The specifications of many new arrays lead to demands in excess of tens of PetaOps per second. To meet this challenge, we have developed a general purpose correlator architecture using standard 10-Gbit Ethernet switches to pass data between flexible hardware modules containing Field Programmable Gate Array (FPGA) chips. These chips are programmed using open-source signal processing libraries we have developed to be flexible, scalable, and chip-independent. This work reduces the time and cost of implementing a wide range of signal processing systems, with correlators foremost among them,and facilitates upgrading to new generations of processing technology. We present several correlator deployments, including a 16-antenna, 200-MHz bandwidth, 4-bit, full Stokes parameter application deployed on the Precision Array for Probing the Epoch of Reionization.Comment: Accepted to Publications of the Astronomy Society of the Pacific. 31 pages. v2: corrected typo, v3: corrected Fig. 1

Implementation of a Combined OFDM-Demodulation and WCDMA-Equalization Module

For a dual-mode baseband receiver for the OFDMWireless LAN andWCDMA standards, integration of the demodulation and equalization tasks on a dedicated hardware module has been investigated. For OFDM demodulation, an FFT algorithm based on cascaded twiddle factor decomposition has been selected. This type of algorithm combines high spatial and temporal regularity in the FFT data-flow graphs with a minimal number of computations. A frequency-domain algorithm based on a circulant channel approximation has been selected for WCDMA equalization. It has good performance, low hardware complexity and a low number of computations. Its main advantage is the reuse of the FFT kernel, which contributes to the integration of both tasks. The demodulation and equalization module has been described at the register transfer level with the in-house developed Arx language. The core of the module is a pipelined radix-23 butterfly combined with a complex multiplier and complex divider. The module has an area of 0.447 mm2 in 0.18 ¿m technology and a power consumption of 10.6 mW. The proposed module compares favorably with solutions reported in literature

A 28-nm CMOS 1 V 3.5 GS/s 6-bit DAC with signal-independent delta-I noise DfT scheme

This paper presents a 3.5GSps 6-bit current-steering DAC with auxiliary circuitry to assist testing in a 1V digital 28nm CMOS process. The DAC uses only thin-oxide transistors and occupies 0.035mm2, making it suitable to embedding in VLSI systems, e.g. FPGA. To cope with the IC process variability, a unit element approach is generally employed. The 3 MSBs are implemented as 7 unary D/A cells and the 3 LSBs as 3 binary D/A cells, using appropriately reduced number of unit elements. Furthermore, all digital gates only make use of two basic unit blocks: a buffer and a multiplexer. For testing, a memory block of 5kbits is placed on-chip, which is externally loaded in a serial way but internally read in an 8x time-interleaved way. The memory is organized around 48 clocked 104-bit shift-registers. It keeps the resulting switching disturbances signal-independent and hence avoids inducing output non-linearity errors, even when a common power supply is shared with the DAC. This novelty allows reliable testing of the DAC core, while avoiding performance limitation risks of handling high-speed off-chip data streams. The DAC SFDR>40dB bandwidth is 0.8GHz, while the IM

Developing VLSI Curricula in Electrical and Computer Engineering Department

© ASEE 2010VLSI (Very Large Scale Integrated Circuits) technology has enabled the information technology revolution which greatly changed the life style of human society. Computers, internet, cellphones, digital cameras/camcorders and many other consumer electronic products are powered by VLSI technology. In the past decades, the VLSI industry was constantly driven by the miniaturization of transistors. As governed by Moore’s law, the number of transistors in the same chip area has been doubled every 12 to 18 months. Nowadays, a typical VLSI CPU chip can contain millions to billions of transistors. As a result, the design of VLSI system is becoming more and more complex. Various EDA tools must be used to help the design of modern VLSI chips. The semiconductor and VLSI industry remain strong needs for VLSI engineers each year. In this paper, efforts in developing systematic VLSI curricula in Electrical and Computer Engineering department have been proposed. The goal of the curricula is to prepare students to satisfy the growing demands of VLSI industry as well as the higher education/research institutions. Modern VLSI design needs a thorough understanding about VLSI in device, gate, module and system levels. We developed CPEG/EE 448D: Introduction to VLSI to give students a comprehensive introduction about digital VLSI design and analysis. In this course, various EDA tools (such as Mentor Graphics tools, Cadence PSPICE, Synopsys) are used in the course projects to help students practice the VLSI design. In addition, analog and mixed signal circuit design are becoming more and more important as MEMS (Microelectromechanical Systems) and Nano devices are integrated with VLSI into Systemon-Chip (SoC) design. We developed CPEG/EE 458: Analog VLSI to introduce the analog and mixed signal VLSI design. As portable electronics (e.g. laptops, cellphones, PDAs, digital cameras) becoming more and more popular, low power VLSI circuit design is becoming a hot field. We developed CPEG/EE 548: Low Power VLSI Circuit Design to introduce various low power techniques to reduce the power consumption of VLSI circuits. Nowadays the VLSI circuits can contain billions of transistors, the testing of such complex system becoming more and more challenging. We developed CPEG/EE 549: VLSI Testing to introduce various VLSI testing strategies for modern VLSI design. In addition to the design and testing, we also developed EE 448: Microelectronic Fabrication to introduce the fabrication processes of modern VLSI circuits. With such a series of VLSI related curricula, students have an opportunity to learn comprehensive knowledge and hands-on experience about VLSI circuit design, testing, fabrication and EDA tools. Students demonstrate tremendous interests in the VLSI field, and all the VLSI courses are generally oversubscripted by students in the early stage of enrollment. Many students are also doing the VLSI graduate research and published various papers/posters in the VLSI related journals/conferences

Evaluation of Design Tools for Rapid Prototyping of Parallel Signal Processing Algorithms

Digital signal processing (DSP) has become a popular method for handling not only signal processing, but communications, and control system applications. A DSP application of interest to the Air Force is high speed avionics processing. The real time computing requirements of avionics processing exceed the capabilities of current single chip DSP processors, and parallelization of multiple DSP processors is a solution to handle such requirements. Designing and implementing a parallel DSP algorithm has been a lengthy process often requiring different design tools and extensive programming experience. Through the use of integrated software development tools, rapid prototyping becomes possible by simulating algorithms, generating code for workstations or DSP microprocessors, and generating hardware description language code for hardware synthesis. This research examines the use of one such tool, the Signal Processing WorkSystem (SPW) by the Alta Group of Cadence Design Systems, Inc., and how SPW supports the rapid prototyping process from an avionics algorithm design through simulation and hardware implementation. Throughout this process, SPW is evaluated as an aid to the avionics designer to meet design objectives and evaluate tradeoffs to find the best blend of efficiency and effectiveness. By designing a two dimensional fast Fourier transform algorithm as a specific avionics algorithm and exploring implementation options, SPW is shown to be a viable rapid prototyping solution allowing an avionics designer to focus on design trade-offs instead of implementation details while using parallelization to meet real-time application requirements

Mapping DSP algorithms to a reconfigurable architecture Adaptive Wireless Networking (AWGN)

This report will discuss the Adaptive Wireless Networking project. The vision of the Adaptive Wireless Networking project will be given. The strategy of the project will be the implementation of multiple communication systems in dynamically reconfigurable heterogeneous hardware. An overview of a wireless LAN communication system, namely HiperLAN/2, and a Bluetooth communication system will be given. Possible implementations of these systems in a dynamically reconfigurable architecture are discussed. Suggestions for future activities in the Adaptive Wireless Networking project are also given