232 research outputs found
Multi-Phase Hadamard receivers for classical communication on lossy bosonic channels
A scheme for transferring classical information over a lossy bosonic channel
is proposed by generalizing the proposal presented in Phys. Rev. Lett. 106,
240502 (2011) by Guha. It employs codewords formed by products of coherent
states of fixed mean photon number with multiple phases which, through a
passive unitary transformation, reduce to a Pulse-Position Modulation code with
multiple pulse phases. The maximum information rate achievable with optimal,
yet difficult to implement, detection schemes is computed and shown to saturate
the classical capacity of the channel in the low energy regime. An easy to
implement receiver based on a conditional Dolinar detection scheme is also
proposed finding that, while suboptimal, it allows for improvements in an
intermediate photon-number regime with respect to previous proposals.Comment: final version: minor changes; 8+3 pages and 5 figure
Combinatorial Channel Signature Modulation for Wireless ad-hoc Networks
In this paper we introduce a novel modulation and multiplexing method which
facilitates highly efficient and simultaneous communication between multiple
terminals in wireless ad-hoc networks. We term this method Combinatorial
Channel Signature Modulation (CCSM). The CCSM method is particularly efficient
in situations where communicating nodes operate in highly time dispersive
environments. This is all achieved with a minimal MAC layer overhead, since all
users are allowed to transmit and receive at the same time/frequency (full
simultaneous duplex). The CCSM method has its roots in sparse modelling and the
receiver is based on compressive sampling techniques. Towards this end, we
develop a new low complexity algorithm termed Group Subspace Pursuit. Our
analysis suggests that CCSM at least doubles the throughput when compared to
the state-of-the art.Comment: 6 pages, 7 figures, to appear in IEEE International Conference on
Communications ICC 201
On Approaching the Ultimate Limits of Photon-Efficient and Bandwidth-Efficient Optical Communication
It is well known that ideal free-space optical communication at the quantum
limit can have unbounded photon information efficiency (PIE), measured in bits
per photon. High PIE comes at a price of low dimensional information efficiency
(DIE), measured in bits per spatio-temporal-polarization mode. If only temporal
modes are used, then DIE translates directly to bandwidth efficiency. In this
paper, the DIE vs. PIE tradeoffs for known modulations and receiver structures
are compared to the ultimate quantum limit, and analytic approximations are
found in the limit of high PIE. This analysis shows that known structures fall
short of the maximum attainable DIE by a factor that increases linearly with
PIE for high PIE.
The capacity of the Dolinar receiver is derived for binary coherent-state
modulations and computed for the case of on-off keying (OOK). The DIE vs. PIE
tradeoff for this case is improved only slightly compared to OOK with photon
counting. An adaptive rule is derived for an additive local oscillator that
maximizes the mutual information between a receiver and a transmitter that
selects from a set of coherent states. For binary phase-shift keying (BPSK),
this is shown to be equivalent to the operation of the Dolinar receiver.
The Dolinar receiver is extended to make adaptive measurements on a coded
sequence of coherent state symbols. Information from previous measurements is
used to adjust the a priori probabilities of the next symbols. The adaptive
Dolinar receiver does not improve the DIE vs. PIE tradeoff compared to
independent transmission and Dolinar reception of each symbol.Comment: 10 pages, 8 figures; corrected a typo in equation 3
Design of tch-type sequences for communications
This thesis deals with the design of a class of cyclic codes inspired by TCH codewords.
Since TCH codes are linked to finite fields the fundamental concepts and facts about abstract
algebra, namely group theory and number theory, constitute the first part of the thesis.
By exploring group geometric properties and identifying an equivalence between some operations
on codes and the symmetries of the dihedral group we were able to simplify the generation
of codewords thus saving on the necessary number of computations. Moreover, we
also presented an algebraic method to obtain binary generalized TCH codewords of length
N = 2k, k = 1,2, . . . , 16. By exploring Zech logarithm’s properties as well as a group theoretic
isomorphism we developed a method that is both faster and less complex than what was
proposed before. In addition, it is valid for all relevant cases relating the codeword length N
and not only those resulting from N = p
On palimpsests in neural memory: an information theory viewpoint
The finite capacity of neural memory and the
reconsolidation phenomenon suggest it is important to be able
to update stored information as in a palimpsest, where new
information overwrites old information. Moreover, changing
information in memory is metabolically costly. In this paper, we
suggest that information-theoretic approaches may inform the
fundamental limits in constructing such a memory system. In
particular, we define malleable coding, that considers not only
representation length but also ease of representation update,
thereby encouraging some form of recycling to convert an old
codeword into a new one. Malleability cost is the difficulty of
synchronizing compressed versions, and malleable codes are of
particular interest when representing information and modifying
the representation are both expensive. We examine the tradeoff
between compression efficiency and malleability cost, under a
malleability metric defined with respect to a string edit distance.
This introduces a metric topology to the compressed domain. We
characterize the exact set of achievable rates and malleability as
the solution of a subgraph isomorphism problem. This is all done
within the optimization approach to biology framework.Accepted manuscrip
Challenges in Scientific Data Communication from Low-Mass Interstellar Probes
A downlink for the return of scientific data from space probes at
interstellar distances is studied. The context is probes moving at relativistic
speed using a terrestrial directed-energy beam for propulsion, necessitating
very-low mass probes. Achieving simultaneous communication from a swarm of
probes launched at regular intervals to a target at the distance of Proxima
Centauri is addressed. The analysis focuses on fundamental physical and
statistical communication limitations on downlink performance rather than a
concrete implementation. Transmission time/distance and probe mass are chosen
to achieve the best data latency vs volume tradeoff. Challenges in targeting
multiple probe trajectories with a single receiver are addressed, including
multiplexing, parallax, and target star proper motion. Relevant sources of
background radiation, including cosmic, atmospheric, and receiver dark count
are identified and estimated. Direct detection enables high photon efficiency
and incoherent aperture combining. A novel burst pulse-position modulation
(BPPM) beneficially expands the optical bandwidth and ameliorates receiver dark
counts. A canonical receive optical collector combines minimum transmit power
with constrained swarm-probe coverage. Theoretical limits on reliable data
recovery and sensitivity to the various BPPM model parameters are applied,
including a wide range of total collector areas. Significant near-term
technological obstacles are identified. Enabling innovations include a high
peak-to-average power ratio, a large source extinguishing factor, the shortest
atmosphere-transparent wavelength to minimize target star interference,
adaptive optics for atmospheric turbulence, very selective bandpass filtering
(possibly with multiple passbands), very low dark-count single-photon
superconducting detectors, and very accurate attitude control and pointing
mechanisms
- …