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<p>This thesis addresses the rate-distortion optimal packetization (RDOP) of embedded bitstreams into independent source packets for the purpose of limiting error propagation in transmission over packet noisy channels. The embedded stream is assumed to be an interleaving of $K$ independently decodable basic streams. The goal is to partition these basic streams into $N (N</p> <p>The RDOP problem previously formulated by Wu \emph{el al.} focused on finding the partition that minimizes the distortion when all packets are decoded. The authors proposed a dynamic programming algorithm which worked under both high bit rate and low bit rate scenarios. In this thesis, we extend the problem formulation to finding the partition which minimizes the expected distortion at the receiver for a wide range of transmission scenarios including unequal/equal error/erasure protection and multiple description codes. Then we show that the dynamic programming algorithm of \citep{DBLP:journals/tmm/WuCX01} can be extended to solve the new RDOP problem.</p> <p>Furthermore, we propose a faster algorithm to find the globally optimal solution based on the divide-and-conquer technique, under the assumption that all \emph{basic} streams have convex rate-distortion curves. The proposed algorithm reduces the running time from $O(K^{2}LN)$ achieved by the dynamic programming solution to $O(NKL\log K)$. Experiments performed on SPIHT coded images further validate that the speed up is significant in practice.</p> / Master of Applied Science (MASc)

Consider a generalized multiterminal source coding system, where 􏱡(l choose m) 􏱢 encoders, each m observing a distinct size-m subset of l (l ≥ 2) zero-mean unit-variance symmetrically correlated Gaussian sources with correlation coefficient ρ, compress their observation in such a way that a joint decoder can reconstruct the sources within a prescribed mean squared error distortion based on the compressed data. The optimal rate- distortion performance of this system was previously known only for the two extreme cases m = l (the centralized case) and m = 1 (the distributed case), and except when ρ = 0, the centralized system can achieve strictly lower compression rates than the distributed system under all non-trivial distortion constaints. Somewhat surprisingly, it is established in the present thesis that the optimal rate-distortion preformance of the afore-described generalized multiterminal source coding system with m ≥ 2 coincides with that of the centralized system for all distortions when ρ ≤ 0 and for distortions below an explicit positive threshold (depending on m) when ρ > 0. Moreover, when ρ > 0, the minimum achievable rate of generalized multiterminal source coding subject to an arbitrary positive distortion constraint d is shown to be within a finite gap (depending on m and d) from its centralized counterpart in the large l limit except for possibly the critical distortion d = 1 − ρ. / Thesis / Master of Applied Science (MASc)

Consider a lossy compression system with l distributed encoders and a centralized decoder. Each encoder compresses its observed source and forwards the compressed data to the decoder for joint reconstruction of the target signals under the mean squared error distortion constraint. It is assumed that the observed sources can be expressed as the sum of the target signals and the corruptive noises, which are generated independently from two (possibly di erent) symmetric multivariate Gaussian distributions. Depending on the parameters of such Gaussian distributions, the rate-distortion limit of this lossy compression system is characterized either completely or for a subset of distortions (including, but not necessarily limited to, those su fficiently close to the minimum distortion achievable when the observed sources are directly available at the decoder). The results are further extended to the robust distributed compression setting, where the outputs of a subset of encoders may also be used to produce a non-trivial reconstruction of the corresponding target signals. In particular, we obtain in the high-resolution regime a precise characterization of the minimum achievable reconstruction distortion based on the outputs of k + 1 or more encoders when every k out of all l encoders are operated collectively in the same mode that is greedy in the sense of minimizing the distortion incurred by the reconstruction of the corresponding k target signals with respect to the average rate of these k encoders. / Thesis / Master of Applied Science (MASc)

En esta Tesis se estudian las etapas que componen un amplificador de audio conmutado o clase D. El enfoque abarca desde el acondicionamiento y procesamiento digital de la señal hasta el transductor pasando por la etapa de potencia. La investigacion se centra en el analisis y/o compensación de la distorsión generada en las diferentes etapas que atra-viesa la señal. El desarrollo es teórico-práctico. Varios esque-mas de modulación por ancho de pulso son estudiados en el dominio frecuencial. Se analiza además el efecto de los tiempos muertos necesarios entre el encendido y el apagado de los semiconductores de potencia en el contenido espectral de la señal. Se muestra que establecen un límite en la distor-sión que no puede reducirse incrementando la frecuencia de la portadora, o cambiando la técnica de modulación. Se estudian e implementan una serie de algoritmos de procesamiento digital de señales para la reducción de la distorsion generada por la modulación y por la etapa digital debido a la utilización de un procesador de punto fijo. Se ensayan técnicas de sobremues-treo, decimación, interpolación, moldeo del ruido de cuantiza-ción y esquemas de modulación digital por ancho de pulso, y se reportan resultados experimentales medidos con un anali-zador dinámico de espectros. Estas herramientas se aplican en el diseno de un amplificador conmutado a lazo cerrado que mantenga una presión acústica constante en un determi-nado rango de frecuencias. Se discuten distintos modelos del parlante que vinculan las variables acústicas con las eléctricas, y se diseña el lazo de realimentación lineal discreto tomando como variable de salida la aceleración del cono del parlante. / In this thesis a study of the stages comprising a class D or switching amplifier is made. The approach ranges from the signal conditioning and digital signal processing stages up to the transducer, also covering the power stage. The research focuses on the analysis and compensation of the distortion generated in the different stages through which the signal passes. The development is theoretical/practical. Various pulse width modulation (PWM) schemes are studied in the frequency domain. The effects on the spectral content of the PWM signal with dead times, necessary between the on and off states of the power semiconductor devices, are analysed. A bound in the total harmonic distortion, that cannot be reduced by increasing the carrier frequency or changing the modulation technique, is shown. Some digital signal processing algorithms for the reduction of distortion, generated by the modulation and the digital stage due to the use of a fixed point processor, are studied. Oversampling, decimation, inter-polation, cuantization noise shaping and digital pulse width modulation schemes are investigated and experimental results obtained with a dynamic signal analizer are reported. These tools are applied to the design of a closed loop switching amplifier that holds the acoustic pressure constant in a determined frequency range. Different models of the louds-peaker which link the electric and acoustic variables are discussed. Finally a linear, digital control, feedback loop that uses the acceleration of the speaker cone as ouput is designed.

Diploid potato populations between a primitive cultivated species, <I>Solanum phureja</I>, and a weedy species, <I>S. chacoense</I>, were used to examine the segregation of microsatellite markers and three traits in backcrosses. Two of the traits, anther culture competence and 2<I>n</I> pollen production, originated from <I>S. phureja</I> whereas the third, leptine production (a specific glycoalkaloid known to convey resistance to the Colorado potato beetle) originated from <I>S. chacoense</I>. Using CP2, a self-incompatible F₁ hybrid originating from a cross between <I>S. chacoense</I> clone 80-1 and <I>S. phureja</I> clone 1-3, three populations were developed: 1-3 x CP2 (PBCp), CP2 x 1-3 (PBCc), and CP2 x 80-1 (CBC). For the microsatellite study, four simple sequence repeat (SSR) primer pairs that amplified fragments within potato sequences found in the GenBank were used to look at segregation ratios in our backcross populations and to eliminate possible spurious genotypes bearing non-parental alleles in these populations. Seventeen spurious genotypes were discarded from PBCp; none was found in PBCc or CBC. Two SSR loci showed skewed segregation in PBCp (favoring transmissnion of the allele originally found in 80-1), PBCc showed normal segregation at all loci, and CBC showed distorted segregation at one locus (revealing a deficiency of homozygotes). In the study of anther culture, three components of ACR were investigated in a preliminary study: 1) embryos produced per anther (EPA), 2) embryo regeneration rate and 3) percentage of monoploids (2<I>n</I>=1<I>x</I>=12) among regenerants. CP2 was intermediate, 80-1 was low, and 1-3 was high for ACR. Only EPA was selected for further characterization in our populations. PBCp (78 genotypes) and CBC (57 genotypes), were characterized for anther culture response ACR/EPA in a series of studies. Nine high and ten low selections were identified in CBC, and ten high and ten low selections were identified in PBCp. EPA selections were used for bulk segregant analysis (BSA) using 214 RAPD primers. Two bands, one amplified by OPQ-10 and another by OPZ-4 were linked in coupling and in repulsion, respectively, to ACR in PBCp. One band amplified by OPW-14 primer was linked in coupling to ACR in CBC. One-way ANOVAs for data from remaining genotypes of the populations verified linkage of the markers to ACR/EPA. For 2n pollen production, a total of 77 PBCp genotypes was characterized; 80-1 produces low % 2<I>n</I> pollen, and 1-3 produces high % 2<I>n</I> pollen. Pollen samples were stained with propidium iodide and examined by flow cytometry. The frequency of 2n pollen varied continuously from 1.7 % to 40.6 % among the 41 genotypes that flowered sufficiently to allow three separate pollen collections. Variation due to the environment was observed where the frequency of 2n pollen appeared greater over a range of genotypes on single collection days. BSA could not be used due to limited population size and a low number of selections at the extremes of the distribution of phenotypes. The continuous variation for 2<I>n</I> pollen production suggests multigenic control of the trait. In the study of leptine content in reciprocal backcross populations, 87 genotypes within PBCp, and 42 genotypes within PBCc were characterized using gas chromatography of leaf samples. CP2 was intermediate, 1-3 had zero, and 80-1 was high for leptine content in the foliage. Leptines were present in low levels in 43 of 87 genotypes in PBCp, indicating simple genetic control. In PBCc, only 7 of 42 genotypes expressed leptines, generally at a higher level than in PBCp, indicating cytoplasmic inheritance. Ten high and ten nil selections within PBCp, and seven high and eight nil selections within PBCc were used for BSA using 214 RAPD primers. Three primers OPQ-2, OPT-16 and OPT-20 amplified bands segregating with high bulks in both populations. These markers were linked in coupling to leptine content in PBCp. Linkage was verified by ANOVAs for leptine content in the entire population. / Ph. D.

Although not universally accepted, much of the field has converged upon the Five Factor Model (FFM) of personality as constituting a comprehensive taxonomy of normal personality functioning. A weakness common to all personality inventories is excessive length, which can result in examinee fatigue, and ultimately, poor data quality. Computer adaptive testing offers a solution to the test fatigue problem by administering only the items that are informative for that examinee on a given scale. A new test based upon the FFM of normal personality administered in a computer adaptive fashion was constructed. Reliability and validity evidence were obtained, with favorable results. New approaches to the detection of intentional response distortion were explored with mixed results including some promising findings in need of cross-validation. Response latencies were able to discriminate between honest and faking subjects, but the findings were unable to clarify the issue of whether faking is an easier or more laborious cognitive process than honest answering. New directions in computer adaptive personality testing research are proposed. / Ph. D.

A technique to infer circumferential total pressure distortion intensity found in serpentine inlet airflow was established using wall-pressure fluctuation measurements. This sensing technique was experimentally developed for aircraft with serpentine inlets in a symmetric, level flight condition. The turbulence carried by the secondary flow field that creates the non-uniform total pressure distribution at the compressor fan-face was discovered to be an excellent indicator of the distortion intensity. A basic understanding of the secondary flow field allowed for strategic sensor placement to provide a distortion estimate with a limited number of sensors. The microphone-based distortion estimator was validated through its strong correlation with experimentally determined circumferential total pressure distortion parameter intensities (DPCP). This non-intrusive DPCP estimation technique was then used as a DPCP observer in a distortion feedback control system. Lockheed Martin developed the flow control technique used in this control system, which consisted of jet-type vortex generators that injected secondary flow to counter the natural secondary flow inherent to the serpentine inlet. A proportional-integral-derivative (PID) based control system was designed that achieved a requested 66% reduction in DPCP (from a DPCP of 0.023 down to 0.007) in less than 1 second. This control system was also tested for its ability to maintain a DPCP level of 0.007 during a quick ramp-down and ramp-up engine throttling sequence, which served as a measure of system robustness. The control system allowed only a maximum peak DPCP of 0.009 during the engine ramp-up. The successful demonstrations of this automated distortion control system showed great potential for applying this distortion sensing scheme along with Lockheed Martin's flow control technique to military aircraft with serpentine inlets. A final objective of this research was to broaden the non-intrusive sensing capabilities in the serpentine inlet. It was desired to develop a sensing technique that could identify control efforts that optimized the overall inlet aerodynamic performance with regards to both circumferential distortion intensity DPCP and average pressure recovery PR. This research was conducted with a new serpentine inlet developed by Lockheed Martin having a lower length-to-diameter ratio and two flow control inputs. A cost function based on PR and DPCP was developed to predict the optimal flow control efforts at several Mach numbers. Two wall-mounted microphone signals were developed as non-intrusive inlet performance sensors in response to the two flow control inputs. These two microphone signals then replaced the PR and DPCP metrics in the original cost function, and the new non-intrusive-based cost function yielded extremely similar optimal control efforts. / Ph. D.

Current methods of creating inlet total pressure distortion for testing in gas turbine engines are only able to simulate steady-state distortion patterns. With modern military aircraft it is becoming necessary to examine the effects of transient inlet distortion on engines. One alternative being evaluated is a splitting airfoil that is essentially a wedge that can be set at different opening angles. An array of such devices would be placed in front of the engine for testing that would be capable of creating steady-state distortion patterns as well as transient distortion patterns by changing the opening angle of the airfoils. The work here analyzes the steady-state wake characteristics of some of the splitting airfoil concepts. Single-wedge tests were conducted with various opening angles in an attempt to classify the various aspects found in the wake pattern. It was found that the wake has completely different characteristics with larger opening angles. In addition, several different combinations of wedges were also examined to see if single wedge analysis could be applied to arrays of wedges. Analysis was done on combinations of wedges aligned vertically as well as combinations that were done horizontally. It was found that single wedge characteristics change considerably when different wake patterns interact with each other / Master of Science