459 research outputs found
Musical notes classification with Neuromorphic Auditory System using FPGA and a Convolutional Spiking Network
In this paper, we explore the capabilities of a sound
classification system that combines both a novel FPGA cochlear
model implementation and a bio-inspired technique based on a
trained convolutional spiking network. The neuromorphic
auditory system that is used in this work produces a form of
representation that is analogous to the spike outputs of the
biological cochlea. The auditory system has been developed using
a set of spike-based processing building blocks in the frequency
domain. They form a set of band pass filters in the spike-domain
that splits the audio information in 128 frequency channels, 64
for each of two audio sources. Address Event Representation
(AER) is used to communicate the auditory system with the
convolutional spiking network. A layer of convolutional spiking
network is developed and trained on a computer with the ability
to detect two kinds of sound: artificial pure tones in the presence
of white noise and electronic musical notes. After the training
process, the presented system is able to distinguish the different
sounds in real-time, even in the presence of white noise.Ministerio de Economía y Competitividad TEC2012-37868-C04-0
Proceedings of the Second International Mobile Satellite Conference (IMSC 1990)
Presented here are the proceedings of the Second International Mobile Satellite Conference (IMSC), held June 17-20, 1990 in Ottawa, Canada. Topics covered include future mobile satellite communications concepts, aeronautical applications, modulation and coding, propagation and experimental systems, mobile terminal equipment, network architecture and control, regulatory and policy considerations, vehicle antennas, and speech compression
Aerospace medicine and biology: A continuing bibliography with indexes, supplement 184
This bibliography lists 139 reports, articles, and other documents introduced into the NASA scientific and technical information system in August 1978
Treatise on Hearing: The Temporal Auditory Imaging Theory Inspired by Optics and Communication
A new theory of mammalian hearing is presented, which accounts for the
auditory image in the midbrain (inferior colliculus) of objects in the
acoustical environment of the listener. It is shown that the ear is a temporal
imaging system that comprises three transformations of the envelope functions:
cochlear group-delay dispersion, cochlear time lensing, and neural group-delay
dispersion. These elements are analogous to the optical transformations in
vision of diffraction between the object and the eye, spatial lensing by the
lens, and second diffraction between the lens and the retina. Unlike the eye,
it is established that the human auditory system is naturally defocused, so
that coherent stimuli do not react to the defocus, whereas completely
incoherent stimuli are impacted by it and may be blurred by design. It is
argued that the auditory system can use this differential focusing to enhance
or degrade the images of real-world acoustical objects that are partially
coherent. The theory is founded on coherence and temporal imaging theories that
were adopted from optics. In addition to the imaging transformations, the
corresponding inverse-domain modulation transfer functions are derived and
interpreted with consideration to the nonuniform neural sampling operation of
the auditory nerve. These ideas are used to rigorously initiate the concepts of
sharpness and blur in auditory imaging, auditory aberrations, and auditory
depth of field. In parallel, ideas from communication theory are used to show
that the organ of Corti functions as a multichannel phase-locked loop (PLL)
that constitutes the point of entry for auditory phase locking and hence
conserves the signal coherence. It provides an anchor for a dual coherent and
noncoherent auditory detection in the auditory brain that culminates in
auditory accommodation. Implications on hearing impairments are discussed as
well.Comment: 603 pages, 131 figures, 13 tables, 1570 reference
Passive Radar Using Software-Defined Radio for Detection of Aircraft
Passive radar offers several advantages over ubiquitous active systems. These advantages include low system costs and low power requirements. These attributes make it feasible for passive radar systems to be widely deployed in remote areas for applications such as national border security. Software-defined radio allows flexible passive radar systems to be quickly implemented in software with a minimum of hardware. The purpose of this research is to implement a passive radar system using software-defined radio and assess its performance. This thesis details the implementation of such a system and presents analysis of data collected with the system
Enhanced coding, clock recovery and detection for a magnetic credit card
Merged with duplicate record 10026.1/2299 on 03.04.2017 by CS (TIS)This thesis describes the background, investigation and construction of a system
for storing data on the magnetic stripe of a standard three-inch plastic credit
in: inch card. Investigation shows that the information storage limit within a 3.375 in
by 0.11 in rectangle of the stripe is bounded to about 20 kBytes. Practical issues
limit the data storage to around 300 Bytes with a low raw error rate: a four-fold
density increase over the standard. Removal of the timing jitter (that is prob-'
ably caused by the magnetic medium particle size) would increase the limit to
1500 Bytes with no other system changes. This is enough capacity for either a
small digital passport photograph or a digitized signature: making it possible
to remove printed versions from the surface of the card.
To achieve even these modest gains has required the development of a new
variable rate code that is more resilient to timing errors than other codes in its
efficiency class. The tabulation of the effects of timing errors required the construction
of a new code metric and self-recovering decoders. In addition, a new
method of timing recovery, based on the signal 'snatches' has been invented to
increase the rapidity with which a Bayesian decoder can track the changing velocity
of a hand-swiped card. The timing recovery and Bayesian detector have
been integrated into one computation (software) unit that is self-contained and
can decode a general class of (d, k) constrained codes. Additionally, the unit has
a signal truncation mechanism to alleviate some of the effects of non-linear distortion
that are present when a magnetic card is read with a magneto-resistive
magnetic sensor that has been driven beyond its bias magnetization.
While the storage density is low and the total storage capacity is meagre in
comparison with contemporary storage devices, the high density card may still
have a niche role to play in society. Nevertheless, in the face of the Smart card its
long term outlook is uncertain. However, several areas of coding and detection
under short-duration extreme conditions have brought new decoding methods
to light. The scope of these methods is not limited just to the credit card
Engineering evaluations and studies. Volume 3: Exhibit C
High rate multiplexes asymmetry and jitter, data-dependent amplitude variations, and transition density are discussed
Navigation/traffic control satellite mission study. Volume 3 - Selected navigation/ traffic control satellite system analysis and equipment definition Final report
L band and VHF voice communication in satellite navigation and traffic control networ
The heterodyne sensing system for the ALPS II search for sub-eV weakly interacting particles
ALPS II, the Any Light Particle Search, is a second-generation Light Shining
through a Wall experiment that hunts for axion-like particles. The experiment
is currently transitioning from the design and construction phase to the
commissioning phase, with science runs expected to start in 2021. ALPS II plans
to use two different sensing schemes to confirm the potential detection of
axion-like particles or to verify an upper limit on their coupling strength to
two photons of . This
paper discusses a heterodyne sensing scheme (HET) which will be the first
scheme deployed to detect the regenerated light. It presents critical details
of the optical layout, the length and alignment sensing scheme, design features
to minimize spurious signals from stray light, as well as several control and
veto channels specific to HET which are needed to commission and operate the
instrument and to calibrate the detector sensitivity.Comment: 12 pages, 5 figure
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