Optimal Power Constrained Distributed Detection over a Noisy Multiaccess Channel

The problem of optimal power constrained distributed detection over a noisy multiaccess channel (MAC) is addressed. Under local power constraints, we define the transformation function for sensor to realize the mapping from local decision to transmitted waveform. The deflection coefficient maximization (DCM) is used to optimize the performance of power constrained fusion system. Using optimality conditions, we derive the closed-form solution to the considered problem. Monte Carlo simulations are carried out to evaluate the performance of the proposed new method. Simulation results show that the proposed method could significantly improve the detection performance of the fusion system with low signal-to-noise ratio (SNR). We also show that the proposed new method has a robust detection performance for broad SNR region

MAP Detection with Soft Information in an Estimate and Forward Relay Network

One proven solution for improving the reliability of a wireless channel is to use relays. We analyze the three-node relay network, focusing on the estimate-and-forward (EF) relay protocol, where the relay node estimates the source symbol and then forwards it to the destination. For an uncoded system in a path-loss model for the cooperative three-node wireless network, we show that EF with minimum mean square error (MMSE) estimate outperforms other common relay protocols such as amplify-and-forward (AF) and detect-and-forward (DF). Since the probability density function required by the optimal maximum a posteriori (MAP) detector at the destination does not have an analytical form, we provide a solution to bypass its numerical approximation. We show that EF with a piecewise linear approximation of the MMSE estimate provides an analytical form of the detector at the destination and its performance is similar to the case when a MMSE estimate is used

Label-controlled optical switching nodes

Optical networks are evolving from initially static optical circuits and subsequently optical circuit switching towards optical packet switching in order to take advan- tage of the high transport capacity made available by WDM systems in a more °exible and e±cient way. Optically labeling of packets and routing the packets's payload optically under control of its label allows the network nodes to route and forward IP data without having to process the payload, thus keeping it in the optical domain; this is a promising solution to avoid electronic bottlenecks in routers. All-optical label switching can therefore be used to route and forward packets independent of their length and payload bitrate. Several optical signal labeling techniques have been proposed in previous re- search reported in literature; orthogonal labeling and time-serial labeling have been studied in this thesis. This thesis studies two orthogonal modulation label- ing techniques: one based on FSK labels with an IM payload, and another one on SCM labeling for a DPSK modulated payload. A time-serial labeling method based on IM labels with IM or DPSK payload is also presented and studied. The ¯rst two techniques assume electronic processing of the labels in the node, and hence assume that labels can be transmitted at a much lower bitrate than the payload data rate. The third technique assumes all-optical signal processing in the nodes, capable of handling a label at the same bitrate or slightly lower than the payload data. Labels at low bitrate in comparison with the payload bitrate are desirable in systems where the label processing will be conducted in the electrical domain, while labels at the same bitrate as the payload can be used in systems where the processing is conducted in the optical domain, exploiting all-optical processing techniques. These three techniques have been chosen because they are compatible with the existing networks, since the modulation format, bitrates, transmission properties, and other features of the signals are similar to the ones used for commercially available applications. Thus, they can be considered important candidates for migration scenarios from optical circuit switching towards optical burst switching networking. Orthogonal labeling based on FSK/IM is a promising scheme for implementing the labeling of optical signals, and it is the technology of choice in the STOLAS project. This technique o®ers advantageous features such as a relaxed timing de- lineation between payload and label, and ease of label erasure and re-writing of new labels. By using wavelength-agile tunable laser sources with FSK modula- tion capability, wavelength converters, and passive wavelength routing elements, a scalable modular label-controlled router featuring high reliability can be built. In this thesis, several aspects of the physical parameters of an FSK/IM labeling scheme within a routing node have been studied and presented. Optical ¯ltering requires special care, since the combined FSK/IM scheme has a broader spectrum than that of pure intensity modulated signals. The requirements on the limited extinction ratio for the IM signal can be relaxed at low bitrates of the label signal or, alternatively, by introducing data encoding. Optical labeling by using FSK/IM represents a simple and attractive way of implementing hybrid optical circuit and burst switching in optical networks. Architecturally, similar advantages can be mentioned for the second orthogo- nal labeling technique studied in this thesis, based on SCM labels and a DPSK payload. In-band subcarriers carrying low bitrate labels located at a frequency equal to half the bitrate of the payload signal can be inserted introducing only low power penalties. Wavelength conversion can be implemented by using passive highly nonlinear ¯bers and exploiting the four-wave mixing e®ect. This thesis also studies the design of two functional blocks of an all-optical core node proposed in the LASAGNE project, namely the all-optical label and payload separator and the wavelength converter unit for a time-serial labeling scheme. The label and payload processor can be realized exploiting nonlinear e®ects in SOAs. An implementation using polarization division multiplexing to transport the external control light for an IM/IM time-serial scheme was demon- strated. Label and payload processors with self-contained control signals were also demonstrated, either using a DPSK signal to simultaneously transport the payload data and the control signal or inserting a CW dummy in between the label and the payload, which were based on IM-RZ format. A study on single- and multi- wavelength conversion based on FWM in a HNLF was presented. This approach allows transparent wavelength conversion (independent of the data format used) at high bitrates (the nonlinear e®ects in a ¯ber are obtained at ultrafast speeds). The labeling techniques explored have indicated a viable way of migration towards optical burst packet switched networks while signi¯cantly improving the throughput of the routing nodes

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

Digital signal processing optical receivers for the mitigation of physical layer impairments in dynamic optical networks

IT IS generally believed by the research community that the introduction of complex network functions—such as routing—in the optical domain will allow a better network utilisation, lower cost and footprint, and a more efficiency in energy usage. The new optical components and sub-systems intended for dynamic optical networking introduce new kinds of physical layer impairments in the optical signal, and it is of paramount importance to overcome this problem if dynamic optical networks should become a reality. Thus, the aim of this thesis was to first identify and characterise the physical layer impairments of dynamic optical networks, and then digital signal processing techniques were developed to mitigate them. The initial focus of this work was the design and characterisation of digital optical receivers for dynamic core optical networks. Digital receiver techniques allow for complex algorithms to be implemented in the digital domain, which usually outperform their analogue counterparts in performance and flexibility. An AC-coupled digital receiver for core networks—consisting of a standard PIN photodiode and a digitiser that takes samples at twice the Nyquist rate—was characterised in terms of both bit-error rate and packet-error rate, and it is shown that the packet-error rate can be optimised by appropriately setting the preamble length. Also, a realistic model of a digital receiver that includes the quantisation impairments was developed. Finally, the influence of the network load and the traffic sparsity on the packet-error rate performance of the receiver was investigated. Digital receiver technologies can be equally applied to optical access networks, which share many traits with dynamic core networks. A dual-rate digital receiver, capable of detecting optical packets at 10 and 1.25 Gb/s, was developed and characterised. The receiver dynamic range was extended by means of DC-coupling and non-linear signal clipping, and it is shown that the receiver performance is limited by digitiser noise for low received power and non-linear clipping for high received power

Deflection-optimal data forwarding over a Gaussian multiaccess channel

Abstract — We look at the simple scenario where multiple sensors make conditionally independent observations of a binary source and process the measurement data using a function U(x) before forwarding them to a fusion center via a Gaussian multiaccess channel. Subject to a total power constraint, we obtain the optimal U(x) that maximizes the deflection; the latter can also be interpreted as the output signal-to-noise ratio for an equivalent binary detection problem. The shape of the optimal function only depends on the probability density function of the observation noise, which we assume symmetric around zero, while the height is scaled by the allowed transmission power. We emphasize that the optimal function herein is derived for an arbitrary distribution of the observation noise. It reduces to a tanh(·) function when the observation noise is additive Gaussian, which has been studied in the literature. Index Terms — Sensor network, Gaussian multiaccess channel, data forwarding