7,075 research outputs found

    Source-Channel Diversity for Parallel Channels

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    We consider transmitting a source across a pair of independent, non-ergodic channels with random states (e.g., slow fading channels) so as to minimize the average distortion. The general problem is unsolved. Hence, we focus on comparing two commonly used source and channel encoding systems which correspond to exploiting diversity either at the physical layer through parallel channel coding or at the application layer through multiple description source coding. For on-off channel models, source coding diversity offers better performance. For channels with a continuous range of reception quality, we show the reverse is true. Specifically, we introduce a new figure of merit called the distortion exponent which measures how fast the average distortion decays with SNR. For continuous-state models such as additive white Gaussian noise channels with multiplicative Rayleigh fading, optimal channel coding diversity at the physical layer is more efficient than source coding diversity at the application layer in that the former achieves a better distortion exponent. Finally, we consider a third decoding architecture: multiple description encoding with a joint source-channel decoding. We show that this architecture achieves the same distortion exponent as systems with optimal channel coding diversity for continuous-state channels, and maintains the the advantages of multiple description systems for on-off channels. Thus, the multiple description system with joint decoding achieves the best performance, from among the three architectures considered, on both continuous-state and on-off channels.Comment: 48 pages, 14 figure

    Enhanced aging properties of HKUST-1 in hydrophobic mixed-matrix membranes for ammonia adsorption.

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    Metal-organic frameworks (MOFs) in their free powder form have exhibited superior capacities for many gases when compared to other materials, due to their tailorable functionality and high surface areas. Specifically, the MOF HKUST-1 binds small Lewis bases, such as ammonia, with its coordinatively unsaturated copper sites. We describe here the use of HKUST-1 in mixed-matrix membranes (MMMs) prepared from polyvinylidene difluoride (PVDF) for the removal of ammonia gas. These MMMs exhibit ammonia capacities similar to their hypothetical capacities based on the weight percent of HKUST-1 in each MMM. HKUST-1 in its powder form is unstable toward humid conditions; however, upon exposure to humid environments for prolonged periods of time, the HKUST-1 MMMs exhibit outstanding structural stability, and maintain their ammonia capacity. Overall, this study has achieved all of the critical and combined elements for real-world applications of MOFs: high MOF loadings, fully accessible MOF surfaces, enhanced MOF stabilization, recyclability, mechanical stability, and processability. This study is a critical step in advancing MOFs to a stable, usable, and enabling technology

    Compressive Object Tracking using Entangled Photons

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    We present a compressive sensing protocol that tracks a moving object by removing static components from a scene. The implementation is carried out on a ghost imaging scheme to minimize both the number of photons and the number of measurements required to form a quantum image of the tracked object. This procedure tracks an object at low light levels with fewer than 3% of the measurements required for a raster scan, permitting us to more effectively use the information content in each photon.Comment: 10 pages, 4 figure

    The Effects of Changing Technology: The Impacts of a Changing Cost Structure on Land Tenure Arrangements in the Mississippi Delta, 1996 - 2004

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    Genetically modified (GM) cotton varieties have changed many aspects of cotton production in the United States. The advent of GM varieties has fueled the ongoing trend of increasing farm size and fewer farmers. Mississippi is no exception to this trend. The rapid adoption of GM cotton varieties in Mississippi has allowed some producers to increase the acreage of their farming operation. This study analyses the impact of GM varieties on relative profitability over certain types of land tenure arrangements. The type of land tenure arrangement and the cost associated with the arrangement are compared to determine relative probabilities of breaking even for different farm sizes in the Mississippi cotton industry.Mississippi cotton production, Genetically Modified cotton varieties, land tenure, structural change, Land Economics/Use,

    Improving Behavior and Reading Levels: Students’ Response to Two Years of Participation in a Teacher Administered Elementary Level School-Wide Positive Behavioral Interventions and Supports Program

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    The purpose of this quasi-experimental within-group study was to determine the impact of a teacher administered All Children Experiencing Success, School-Wide Positive Behavioral Interventions and Supports program on students’ measured externalizing behavior categories and reading instructional levels. Third-grade, fourth-grade, and fifth-grade students were identified at pretest with moderate (n = 18), mild (n = 22), and low (n = 46) disruptive externalizing behaviors. Students participated for two school years in this highly structured program designed to improve the culture, context, and curriculum of the research elementary school. The null hypothesis was rejected in the direction of student Universal Behavior Screen Category improvement at posttest where following two school years of program intervention students demonstrated moderate (n = 1), mild (n = 24), or low (n = 61) levels of externalizing behaviors with X2(2) = 17.40, p \u3c .0001. Furthermore, null hypotheses for improved reading instructional levels were rejected in the direction of significantly improved although below grade level performance reading scores over time for students with moderate externalizing behaviors where t(17) = 2.38, p \u3c .01, and mild externalizing behaviors where t(21) = 2.63, p \u3c .01. The null hypothesis for students with low externalizing behaviors reading instructional levels was also rejected in the direction of significantly improved meets grade level performance reading scores over time where t(45) = 2.92, p \u3c .003. Establishing overarching behavior expectations that are clear, simple, easy to understand, and focused supported a safe, respectable, and responsible school wide core belief system. The goal was to reduce punishment and create a positive student self-regulated behavior replacement school environment. Student deportment, civility, and learning improvement may be expected when these proactive conditions are extant
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