361,811 research outputs found
Palmo : a novel pulsed based signal processing technique for programmable mixed-signal VLSI
In this thesis a new signal processing technique is presented. This technique exploits the use of pulses as the signalling mechanism. This Palmo 1 signalling method applied to signal processing is novel, combining the advantages of both digital and analogue techniques. Pulsed signals are robust, inherently low-power, easily regenerated, and easily distributed across and between chips. The Palmo cells used to perform analogue operations on the pulsed signals are compact, fast, simple and programmable
Human mobility monitoring in very low resolution visual sensor network
This paper proposes an automated system for monitoring mobility patterns using a network of very low resolution visual sensors (30 30 pixels). The use of very low resolution sensors reduces privacy concern, cost, computation requirement and power consumption. The core of our proposed system is a robust people tracker that uses low resolution videos provided by the visual sensor network. The distributed processing architecture of our tracking system allows all image processing tasks to be done on the digital signal controller in each visual sensor. In this paper, we experimentally show that reliable tracking of people is possible using very low resolution imagery. We also compare the performance of our tracker against a state-of-the-art tracking method and show that our method outperforms. Moreover, the mobility statistics of tracks such as total distance traveled and average speed derived from trajectories are compared with those derived from ground truth given by Ultra-Wide Band sensors. The results of this comparison show that the trajectories from our system are accurate enough to obtain useful mobility statistics
Peak Detection as Multiple Testing
This paper considers the problem of detecting equal-shaped non-overlapping
unimodal peaks in the presence of Gaussian ergodic stationary noise, where the
number, location and heights of the peaks are unknown. A multiple testing
approach is proposed in which, after kernel smoothing, the presence of a peak
is tested at each observed local maximum. The procedure provides strong control
of the family wise error rate and the false discovery rate asymptotically as
both the signal-to-noise ratio (SNR) and the search space get large, where the
search space may grow exponentially as a function of SNR. Simulations assuming
a Gaussian peak shape and a Gaussian autocorrelation function show that desired
error levels are achieved for relatively low SNR and are robust to partial peak
overlap. Simulations also show that detection power is maximized when the
smoothing bandwidth is close to the bandwidth of the signal peaks, akin to the
well-known matched filter theorem in signal processing. The procedure is
illustrated in an analysis of electrical recordings of neuronal cell activity.Comment: 37 pages, 8 figure
Tunable energy transfer between dipolar-coupled magnetic disks by stimulated vortex gyration
A wide variety of coupled harmonic oscillators exist in nature1. Coupling
between different oscillators allows for the possibility of mutual energy
transfer between them2-4 and the information-signal propagation5,6. Low-energy
input signals and their transport with low-energy dissipation are the key
technical factors in the design of information processing devices7. Here,
utilizing the concept of coupled oscillators, we experimentally demonstrated a
robust new mechanism for energy transfer between spatially separated
dipolar-coupled magnetic disks - stimulated vortex gyration. Direct
experimental evidence was obtained by time-resolved soft X-ray microscopy. The
rate of energy transfer from one disk to the other was deduced from the two
normal modes' frequency splitting caused by dipolar interaction. This mechanism
provides the advantages of tunable energy transfer rate, low-power input
signal, and low-energy dissipation for magnetic elements with negligible
damping. Coupled vortex-state disks are promising candidates for
information-signal processing devices that operate above room temperature
Fault Testing for Reversible Circuits
Applications of reversible circuits can be found in the fields of low-power
computation, cryptography, communications, digital signal processing, and the
emerging field of quantum computation. Furthermore, prototype circuits for
low-power applications are already being fabricated in CMOS. Regardless of the
eventual technology adopted, testing is sure to be an important component in
any robust implementation.
We consider the test set generation problem. Reversibility affects the
testing problem in fundamental ways, making it significantly simpler than for
the irreversible case. For example, we show that any test set that detects all
single stuck-at faults in a reversible circuit also detects all multiple
stuck-at faults. We present efficient test set constructions for the standard
stuck-at fault model as well as the usually intractable cell-fault model. We
also give a practical test set generation algorithm, based on an integer linear
programming formulation, that yields test sets approximately half the size of
those produced by conventional ATPG.Comment: 30 pages, 8 figures. to appear in IEEE Trans. on CA
The dressed atom as binary phase modulator: towards attojoule/edge optical phase-shift keying
Nanophotonic technologies offer great promise for ultra-low power optical
signal processing, but relatively few nonlinear-optical phenomena have yet been
explored as bases for robust digital
modulation/switching~\cite{Yang07,Fara08,Liu10,Noza10}. Here we show that a
single two-level system (TLS) coupled strongly to an optical resonator can
impart binary phase modulation on a saturating probe beam. Our experiment
relies on spontaneous emission to induce occasional transitions between
positive and negative phase shifts---with each such edge corresponding to a
dissipated energy of just one photon ( aJ)---but an optical
control beam could be used to trigger additional phase switching at signalling
rates above this background. Although our ability to demonstrate controlled
switching in our atom-based experiment is limited, we discuss prospects for
exploiting analogous physics in a nanophotonic device incorporating a quantum
dot as the TLS to realize deterministic binary phase modulation with control
power in the aJ/edge regime.Comment: 7 pages, 4 figure
A fully integrated SRAM-based CMOS arbitrary waveform generator for analog signal processing
This dissertation focuses on design and implementation of a fully-integrated SRAM-based arbitrary waveform generator for analog signal processing applications in a CMOS technology. The dissertation consists of two parts: Firstly, a fully-integrated arbitrary waveform generator for a multi-resolution spectrum sensing of a cognitive radio applications, and an analog matched-filter for a radar application and secondly, low-power techniques for an arbitrary waveform generator. The fully-integrated low-power AWG is implemented and measured in a 0.18-¥ìm CMOS technology. Theoretical analysis is performed, and the perspective implementation issues are mentioned comparing the measurement results. Moreover, the low-power techniques of SRAM are addressed for the analog signal processing: Self-deactivated data-transition bit scheme, diode-connected low-swing signaling scheme with a short-current reduction buffer, and charge-recycling with a push-pull level converter for power reduction of asynchronous design. Especially, the robust latch-type sense amplifier using an adaptive-latch resistance and fully-gated ground 10T-SRAM bitcell in a 45-nm SOI technology would be used as a technique to overcome the challenges in the upcoming deep-submicron technologies.Ph.D.Committee Chair: Kim, Jongman; Committee Member: Kang, Sung Ha; Committee Member: Lee, Chang-Ho; Committee Member: Mukhopadhyay, Saibal; Committee Member: Tentzeris, Emmanouil
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