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Amitava Majumdar 0002

dblp:20/5122-2 · also Amit Majumdar 0002 · DBLP profile ↗
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30ranked-venue papers
9as first author
0since 2021 · last 2019
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Systems, architecture and hardware · 29 · 8 first-authorSoftware engineering, systems software and programming languages · 1Graphics, computer vision, multimedia, augmented reality and games · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer architecture, parallel and distributed computing, and storage systems
6 papers
Electronic design automation · 88% Distributed systems · 6% Performance modeling and evaluation · 3%
Theoretical computer science
1 paper
Logic in computer science · 100%

Topics — the 13 heaviest of 13, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Electronic design automation
hardware verification and test
0.142006
Hold time validation on silicon and the relevance of hazards in timing analysis · DAC 2006
On the Distribution of Fault Coverage and Test length in Random Testing of Combinational Circuits · DAC 1992
Test efficiency analysis of random self-test of sequential circuits · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 1991
Electronic design automation
timing analysis
0.112006
Hold time validation on silicon and the relevance of hazards in timing analysis · DAC 2006
Electronic design automation › hardware verification and test
test generation
0.021996
On the Use of Counters for Reproducing Deterministic Test Sets · IEEE Trans. Computers 1996
Test efficiency analysis of random self-test of sequential circuits · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 1991
Electronic design automation
hardware test
0.011996
On the Use of Counters for Reproducing Deterministic Test Sets · IEEE Trans. Computers 1996
Electronic design automation › hardware verification and test › design for testability
built-in self-test
0.021996
Test efficiency analysis of random self-test of sequential circuits · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 1991
On the Use of Counters for Reproducing Deterministic Test Sets · IEEE Trans. Computers 1996
Logic in computer science › boolean networks
controllability
0.011993
Probabilistic characterization of controllability in general homogeneous circuits · Comput. Aided Des. 1993
Electronic design automation › hardware verification and test
fault coverage
0.011992
On the Distribution of Fault Coverage and Test length in Random Testing of Combinational Circuits · DAC 1992
Electronic design automation › hardware verification and test
random testing
0.011992
On the Distribution of Fault Coverage and Test length in Random Testing of Combinational Circuits · DAC 1992
Performance modeling and evaluation › stochastic modeling
branching process
0.011991
A Branching Process Model for Observability Analysis of Combinational Circuits · DAC 1991
Distributed systems
fault tolerance
0.011990
Fault Tolerance in Linear Systolic Arrays Using Time Redundancy · IEEE Trans. Computers 1990
Distributed systems › fault tolerance › resilience
graceful degradation
0.011990
Fault Tolerance in Linear Systolic Arrays Using Time Redundancy · IEEE Trans. Computers 1990
Hardware reliability and fault tolerance › redundancy
time redundancy
0.011990
Fault Tolerance in Linear Systolic Arrays Using Time Redundancy · IEEE Trans. Computers 1990
Hardware accelerators and domain-specific architectures
systolic array
0.011990
Fault Tolerance in Linear Systolic Arrays Using Time Redundancy · IEEE Trans. Computers 1990

Methods — techniques the papers use, named apart from their topics

test pattern generation · 0.1permutation · 0.0complementation · 0.0column merging · 0.0probabilistic characterization · 0.0stochastic modeling · 0.0limiting distribution analysis · 0.0branching process model · 0.0reliability analysis · 0.0algorithm remapping · 0.0
YearPublicationVenuePosition
2019 Innovative Design for Test in State-of-the-Art Analog Systems
abstract
There is a growing demand for low-cost and effective test solutions to support state-of-the-art analog and mixed-signal systems that are continuously increasing in complexity and functionality, while decreasing in product cost. This innovative practice session highlights various aspects of design for test (DfT) in high-complexity, analog-dominated systems with three talks that focus on: DfT in power management integrated circuits (ICs), an alternative testing method to analog test bus, and pre-silicon built-in self-test (BIST) verification, where BIST is used to monitor complex mixed-signal systems. These talks will be given by industry experts from Dialog Semiconductor, Xilinx, and Texas Instruments.
Hans Martin von Staudt, Amitava Majumdar 0002, Bill Taylor, Jennifer Kitchen
VTS2
2018 Handling Clock-Domain Crossings in Dual Clock-Edge Logic for DFx Features
abstract
Clock power accounts for between 15% and 30% of a chip's power budget today. Due to this reason, demands for reducing power consumption makes dual-edge clocking attractive. However, clock domain crossings (CDCs) in dual-edge logic poses some unique problems for commonly used DFx features. Solutions such as lock-up latches are not directly applicable. First, scan-chain CDCs are considered for which two solutions are presented. Second, two problems related to clock-stoppage for scan-dump are considered and solutions to these problems are proposed and analyzed.
Amitava Majumdar 0002, Balakrishna Jayadev
ATS1
2018 Concurrent Sampling with Local Digitization - An Alternative to Analog Test Bus
abstract
This paper presents a Concurrent Sampling (CS) method for measuring a multitude of analog DC voltages concurrently using local digitization. Boolean results after digitization are routed in an IJTAG compatible fashion. Analog quantities are no longer routed across the die, thus overcoming several limitations of Analog Test Buses. Furthermore, the proposed method enables real-time measurement of analog voltages, thus addressing a growing need for Automotive test and reliability. The proposed method is applied to an analog circuit consisting of widely used analog blocks such as a bandgap reference and an operational amplifier. Transistor level simulation results demonstrate that the proposed method is functional and the drawbacks of the ATB are no longer present.
Nanqi Liu, Shravan K. Chaganti, Degang Chen 0001, Amitava Majumdar 0002
ISCAS5
2017 Architecture for Reliable Scan-Dump in the Presence of Multiple Asynchronous Clock Domains in FPGA SoCs
abstract
Latest SOC trends include multiple asynchronous clock domains, each covering large silicon areas. Clock-Stop & State-Dump (CSSD) is a commonly used silicon debug technique that relies on stopping clocks and reconfiguring flip-flops as one or more scan chains. This paper describes an architecture for stopping clocks deterministically to allow safe state preservation before reconfiguring a circuit. Conditions for determinism are defined and a design IP to implement CSSD is described. Considerations for supporting an IP-SOC design methodology are also specified. The design was implemented and validated in Xilinx' 16nm FPGA family.
Amitava Majumdar 0002, Balakrishna Jayadev, Da Cheng
ATS1
2017 Field profiling & monitoring of payload transistors in FPGAs
abstract
A new use for ring-oscillators (ROs) is proposed by which PMOS and NMOS transistor strengths can be measured and monitored in the field. A new metric, based on RO duty-cycle is defined. This new metric, along with RO-frequency, offers a way to profile and bin transistors based on their drive strengths. With ROs configured from payload transistors, along with the natural programmability of FPGAs, this strength based profiling can be done in the field at a level of granularity that is not possible with existing methodologies. New applications of the metrics and the profiling methodology include use of on-die ROs as a (a) monitor and control for duty-cycle sensitive designs, (b) replacement for scribe-line test structures, and (c) sensor for payload transistor characteristics over life-time.
Da Cheng, Amitava Majumdar 0002, Xiaobao Wang, Nui Chong
IOLTS2
2017 A digital clock-less pulse stretcher with application in deep sub-nanosecond pulse detection
abstract
This paper presents a clock-less digital pulse stretcher which takes a short pulse as input and produces a detectable pulse that is longer than a required minimum duration. The proposed structure has high sensitivity to input pulse width and height and is capable of detecting deep sub-nanosecond pulses. This enables a wide variety of applications ranging from characterization of radiation-induced single-event transients to detection of glitch attacks and tamper resistance for security. Implementation of the proposed pulse stretcher in a 130nm process validates the analytical relationships between the input and output pulse. Simulation results show that the design can capture an input pulse with width larger than 50ps and height greater than 300mV. The shortest pulse that can be detected by the design can readily scale down with technology due to the digital nature of the circuitry.
Nanqi Liu, Shravan K. Chaganti, Degang Chen 0001, Amitava Majumdar 0002
ISCAS5
2017 Foreword
abstract
Welcome to 2017, the thirty-fifth in a series of annual symposia that focuses on innovation in the field of testing of integrated circuits and systems.
Yiorgos Makris, Srivaths Ravi 0001, Amitava Majumdar 0002
VTS3
2016 Application debug in FPGAs in the presence of multiple asynchronous clocks
abstract
FPGAs have evolved rapidly over the past decade with a significant increase in size and complexity. Today's FPGA is indeed a system-on-chip (SOC) with a wide variety of hardened functionality, multiple asynchronous clock domains and widening interactions among different parts of the chip. It is commonplace to find applications that transfer data and control across clock-domains. This growing complexity, coupled with shrinking design cycles, has turned debug and verification into a critical design concern. Although software analysis tools have made significant progress over the years, this is not the case for debugging applications running on FPGAs. This paper describes a framework that enables non-intrusive application hardware debugging in the presence of multiple asynchronous clock domains. It offers full observability at minimal area and performance cost. The proposed approach uses Readback to retrieve the entire state of the circuit, a feature available in one form or another, in most commercial FPGAs today. Features such as single stepping and waveform reconstruction offer the same level of debug capability for applications accelerated on FPGAs, as simulation tools do for RTL implementations.
Georgios Tzimpragos, Da Cheng, Stephanie Tapp, Balakrishna Jayadev, Amitava Majumdar 0002
FPT5
2016 Special panel session IIB: "System validation and silicon debug - Is standardization possible?"
abstract
Although there are standards for DFT, there are none for Design for Debug and Validation (DFD/DFV) of silicon in systems. Many semiconductor companies have standardized DFD/DFV architectures and features within their own products, however these are proprietary solutions. The panel will explore whether or not these solutions share common requirements and will debate whether the industry would benefit from any standardization, and what to standardize. Examples are standard debug infrastructure IP, bridges to software debug and support for EDA automation.
Mike Ricchetti, Eric Rentschler, Amitava Majumdar 0002, Mike Lowe, Mark LaVine, Skip Lindsey, Sharad Kumar
VTS3
2014 Avoiding burnt probe tips: Practical solutions for testing internally regulated power supplies
abstract
A new industry-wide trend is the presence of multiple on-die power-supplies that are not directly connected to external supplies. Examples are internally-regulated supplies and power-gated supplies. This trend has brought to fore, the problem of testing for shorts between such internal supply grids and other (internal or external) supply grids. Today, presence of such shorts often results in excessive current draw from the tester and eventually results in burnt probe-tips adding to the overall cost of test. This paper proposes a classification of shorts defects involving internally regulated supplies. Two classes of solutions for mitigating or eliminating the problem are described. Methods for maximizing sensitivity of the solutions under leakage and probe-tip constraints are also described.
Richard Swanson, Anna Wong, Suraj Ethirajan, Amitava Majumdar 0002
ETS4
2014 Innovative practices session 3C: Solving today's test challenges
abstract
Test vehicles are commonly used to understand the characteristics of a new process node. The ability to precisely identify and isolate defects is a key requirement during yield learning on these vehicles. Efficiently utilizing the fanouts in a design is critical to get a smaller pfa area. In this talk, we introduce the concept High Observability Patterns. High observability patterns target the detection of a defect in multiple patterns using multiple and different observe points. This allows the diagnostics engine to more precisely identify where the defect is and thus reducing the PFA area.
Amitava Majumdar 0002
VTS4
2014 Innovative practices session 4C: Disruptive solutions in the non-digital world
abstract
Achieving automotive quality requires IC tests that achieve 100% coverage of potential defects. With new cell-aware digital test pattern generation techniques and the simple stuck-at fault model, this has proven practical for digital circuitry, but there is no equivalent for mixed-signal circuitry. A simple but realistic analog defect model is described, based on industrial observations and theory. It is consistent with previous proposals, but has novel differences that make it suitable for schematic and layout-extracted netlists and more efficient to simulate. A couple of examples show its effectiveness.
Amitava Majumdar 0002, Suriyaprakash Natarajan, Stephen K. Sunter, Prashant Goteti, Ke Huang 0001
VTS1
2014 Hot topic session 9C: Test and fault tolerance for emerging memory technologies
abstract
Ever larger on-die memory arrays for future processors in CMOS logic technology drive the need for dense and scalable embedded memory alternatives beyond SRAM and eDRAM. Recent advances in nonvolatile spin transfer torque (STT) RAM technology, which stores data by the spin orientation of a soft ferromagnetic material and shows current induced switching, have created interest for its use as embedded memory. STTRAM exhibits scalable write current, sufficient read margin and nonvolatility or persistence, all of which make it an attractive solution for last level cache, embedded cache or even main memory. In an era of on-die non-volatile storage, new defect, disturb and fault mechanisms need to be comprehended during characterization as well as manufacturing tests. The first part of the talk will introduce STTRAM and review the fundamentals of the cell design, the read and write mechanisms as well as recent advances in technology, which make it a potential successor to eDRAM, followed by how variations and thermal noise limit the material and cell design space. The second part will discuss new test models that would be required for such non-volatile storage, the necessity of large scale data collection and analysis, as well as the need for BIST and on-line testing, and conclude with challenges and opportunities in STTRAM testing that lie ahead of us.
Suriyaprakash Natarajan, Amitava Majumdar 0002, Jeyavijayan Rajendran
VTS2
2012 Power Characterization of Embedded SRAMs for Power Binning
abstract
While IC speed binning is commonplace today, power binning is a relatively new practice and doing that on an automatic test equipment (ATE), without the aid of functional patterns, is even more rare. As with speed binning, power binning depends on measuring power of multiple components in each IC and using the measurements in a model to predict actual power dissipation of the chip. Power dissipated by embedded SRAMs, especially under activity levels found in normal operation, is critical to power binning. This paper describes a method for measuring the normal functional power of embedded SRAMs by re-using memory BIST and JTAG circuitry in an ATE environment, contributing to power binning at wafer probe.
Lisa Grenier, Amitava Majumdar 0002
VTS3
2011 A Novel mechanism for speed characterization during delay test
abstract
The impact of di/dt noise and static IR drop on at-speed scan testing has been reported in literature. Delays of paths can be impacted during delay testing by IR drop and di/dt noise in ways that change the delay ordering of paths. This, in turn, affects the ability of such tests to catch certain delay defects and impairs its use for speed binning. It is important, therefore, to address IR drop during delay tests. This paper proposes an instrumentation methodology for a design based on launch-off-capture delay tests to control the time interval between shift and capture cycles. This mechanism improves speed characterization of devices and achieves a higher capture frequency compared with traditional methods. It also addresses reduction of di/dt noise during capture. The proposed scheme is realized by (i) pipelined scan-enable and (ii) a deterministic launch-and-capture method for the tile under test. This mechanism has been implemented on silicon and experimentally observed to increase the speed of a device between 8% and 24% relative to traditional methods.
Amitava Majumdar 0002, Arani Sinha, Nehal Patel, Ramamurthy Setty, Shu-Hsuan Chou
VTS1
2011 Special session 5B: Panel How much toggle activity should we be testing with?
abstract
Power dissipation of an LSI circuit during scan testing, especially at-speed scan testing, can be several times higher than that during functional operations. Excessive test power causes hot spots and/or severe IR drop that may lead to chip damage, undue yield loss, or reliability degradation, especially for low-power LSI circuits. As a result, it is becoming increasingly important to reduce test power by lowering test-induced toggle activity in order to make scan test “power-safe”. However, with the stress on reducing toggle activity during scan test one might question: Have we gone too far? Should we reduce toggle activity below functional levels? Should we even plan for many test sets with different toggle activities? Can the test power problem be solved by existing DFT and ATPG solutions? What's missing in today's solutions? What's next for low-power testing? This panel provides an interactive forum to discuss these critical questions with industry experts from both semiconductor and EDA companies. It helps practitioners and researchers alike in their quest for more effective and more efficient solutions to the test power problem.
Xiaoqing Wen, Mark Tehranipoor, Rohit Kapur, Anand Bhat, Amitava Majumdar 0002, LeRoy Winemberg
VTS5
2009 Panel: Analog Characterization and Test: The Long Road to Realization
Arani Sinha, Amitava Majumdar 0002, Vasu Ganti
VTS2
2006 Hold time validation on silicon and the relevance of hazards in timing analysis
abstract
In this paper we motivate the explicit validation of hold-time violations in silicon and propose a method for doing so. New hold-time failure model and test pattern generation methodologies are defined.We outline conditions under which these tests can be applied reliably. We present results of applying these test patterns on a microprocessor and discuss the implications of intermittent failures on the relevance of hazards during timing analysis.
Amitava Majumdar 0002, Wei-Yu Chen
DAC1
2003 Instruction Based BIST for Board/System Level Test of External Memories and Internconnects
Olivier Caty, Ismet Bayraktaroglu, Amitava Majumdar 0002, John Bell, Lisa Curhan
ITC3
2002 A Scalable, Low Cost Design-for-Test Architecture for UltraSPARCTM Chip Multi-Processors
abstract
An emerging trend in microprocessor architecture for servers is to design chips with multiple processor cores on a chip called chip multi-processors (CMPs). Due to the short design cycle time and large size of these chips, the design-for-testability and testing of such chips is a major challenge. In this paper we describe a hierarchical DFT architecture for UltraSPARC/spl trade/ CMPs that is scalable with number of processor cores and can be implemented in a very short design cycle time. The DFT architecture allows testing of the processor cores individually for diagnosis as well as concurrently to reduce test application time and thus test cost. The DFT architecture can be easily ported across CMPs with different numbers of processor cores as well as to higher order CMPs designed by putting together CMPs.
Ishwar Parulkar, Thomas A. Ziaja, Rajesh Pendurkar, Anand D'Souza, Amitava Majumdar 0002
ITC5
2001 Automatic Generation and Validation of Memory Test Models for High Performance Microprocessors
abstract
Memory model generation for test has traditionally been a complex, manual process subject to the test engineer's skill and the designer's cleverness. The paper describes an automated memory model generation and validation framework for embedded memories of custom digital designs. The proposed framework allows the description of the characteristics of the memory through a GUI or a language called Memory Description Language (MDL). The framework accepts user-specified information to generate a customized memory primitive with simulation, phase-accurate, and test views. The generated memory primitive undergoes a two-step validation process to ensure its correct functionality and is then used as a library primitive to describe embedded memories.
Kamran Zarrineh, Thomas A. Ziaja, Amitava Majumdar 0002
ICCD3
2000 Test-set partitioning for multi-weighted random LFSRs
Dimitrios Kagaris, Spyros Tragoudas, Amitava Majumdar 0002
Integr.3
1998 Ground Bounce Considerations in DC Parametric Test Generation Using Boundary Scan
abstract
The problem of generating DC parametric test patterns while reducing ground bounce is considered. A clear tradeoff is identified between test time and the amount of ground bounce. An algorithm generating input DC tests with minimum ground bounce is proposed. Furthermore, we propose algorithms for reducing ground bounce for output DC tests under test time constraints based on the amount of information available. Experimental results prove that these algorithms not only reduce ground bounce but also keep test time within reasonable limits.
Amitava Majumdar 0002, Michio Komoda, Tim Ayres
VTS1
1996 On the Use of Counters for Reproducing Deterministic Test Sets
abstract
We propose a very simple and fast CAD tool to check whether a binary counter can reproduce a predetermined set of test patterns in a reasonable time. Given a test matrix T, the tool uses column merging, complementation, and permutation so that the distance between the starting and the finishing vector of the corresponding counter is minimized. The hardware overhead of the proposed approach is by far lower than that of any other existing approach. Although it is computationally difficult (NP-hard) to obtain the absolute minimum distance, we present an algorithm which in the absence of don't cares in the test matrix, finds an appropriate column merging, complementation, and permutation that guarantees the distance is never more than twice as large as the best possible. In the presence of don't cares, the latter algorithm forms the basis of a powerful heuristic. Experiments on various test sets on benchmark circuits show that the exact number of clock cycles needed for a binary counter to reproduce all the patterns for the hard-to-detect faults compares favorably with the expected number yielded by existing Weighted Random LFSR-based approaches which have significantly higher hardware overhead.
Dimitrios Kagaris, Spyros Tragoudas, Amitava Majumdar 0002
IEEE Trans. Computers3
1993 Probabilistic characterization of controllability in general homogeneous circuits
Amitava Majumdar 0002, Sarma Sastry
Comput. Aided Des.1
1992 On the Distribution of Fault Coverage and Test length in Random Testing of Combinational Circuits
Amitava Majumdar 0002, Sarma Sastry
DAC1
1991 A Branching Process Model for Observability Analysis of Combinational Circuits
abstract
Article A branching process model for observability analysis of combinational circuits Share on Authors: Sarma Sastry Electrical Engineering Systems Department, University of Southern California, Los Angeles, CA Electrical Engineering Systems Department, University of Southern California, Los Angeles, CAView Profile , Amitava Majumdar Electrical Engineering Systems Department, University of Southern California, Los Angeles, CA Electrical Engineering Systems Department, University of Southern California, Los Angeles, CAView Profile Authors Info & Claims DAC '91: Proceedings of the 28th ACM/IEEE Design Automation ConferenceJune 1991 Pages 452–457https://doi.org/10.1145/127601.127711Online:01 June 1991Publication History 4citation121DownloadsMetricsTotal Citations4Total Downloads121Last 12 Months2Last 6 weeks0 Get Citation AlertsNew Citation Alert added!This alert has been successfully added and will be sent to:You will be notified whenever a record that you have chosen has been cited.To manage your alert preferences, click on the button below.Manage my AlertsNew Citation Alert!Please log in to your account Save to BinderSave to BinderCreate a New BinderNameCancelCreateExport CitationPublisher SiteGet Access
Sarma Sastry, Amitava Majumdar 0002
DAC2
1991 Test efficiency analysis of random self-test of sequential circuits
abstract
Motivated by the work of K. Kim et al. (1988) and A. Krasniewski and S. Pilarski (1989), the problem of test efficiency in random testing of sequential circuits using built-in self-test (BIST) techniques is addressed. It is shown that, given a circuit with n primary inputs and the goal of maximizing expected pattern coverage, different pattern-sampling distributions for its 2/sup n/ possible patterns can be partially ordered. The exact distributions for pattern coverage for both equiprobable and nonequiprobable pattern-sampling distributions are derived. Approximations for pattern-coverage distributions under equiprobable pattern-sampling conditions and corresponding numerical results are presented. A limiting distribution function for pattern-coverage distribution is derived. The authors also present numerical results on confidence levels for obtaining a specified pattern coverage. The distribution for the number of test cycles (R) required to achieve a specified pattern coverage is also derived. The authors derive and use the expression for the expected value of R to illustrate the increase in the effect of achieving a specified coverage j as j increases.>
Sarma Sastry, Amitava Majumdar 0002
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.2
1990 Fault Tolerance in Linear Systolic Arrays Using Time Redundancy
abstract
A linear systolic array with fault-tolerant capabilities is described. Fault tolerance is achieved by using triple time redundancy. The array is capable of undergoing reconfiguration and can operate in a gracefully degradable mode. The concept of algorithm remapping on degraded (smaller) arrays is integrated with that of graceful degradation to obtain a general fault-tolerance technique. A new technique for restructuring algorithms and executing them on a degraded array is discussed. The requisite modifications of the interconnection, switching, and control structures to achieve fault tolerance are discussed. Reliability analysis of the system is carried out, and the reliability is compared to that of nonredundant systolic arrays. Finally, the average performance of the system, with running time and throughput as performance metrics, is estimated.>
Amitava Majumdar 0002, Cauligi S. Raghavendra, Melvin A. Breuer
IEEE Trans. Computers1
1988 Fault tolerance and testing aspects of an architecture for a generalized sidelobe cancellor
abstract
Two pseudo-concurrent fault diagnostic approaches, namely, a roving spare technique and an inverse residue checking technique, and a testing strategy for processing elements in a high-speed signal processing system, are studied. The system consists of an array of identical (differing only in programmable coefficients) chips that perform complex arithmetic operations. Expressions for fault coverage and average fault latency using random tests for the two diagnostic techniques are obtained. A tradeoff between hardware overhead and average fault latency is identified. A comparison of the two techniques with respect to a set of attributes is presented. The fault-diagnostic techniques described were found to be suitable for implementation on a generalized-sidelobe-cancellor architecture mainly because of the memoryless property of the computations.>
Melvin A. Breuer, Amitava Majumdar 0002, Cauligi S. Raghavendra
ICCD2