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Adaptive Delta Modulation

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Adaptive Delta Modulation (ADM) is a signal encoding technique that adjusts the step size of the quantization process based on the characteristics of the input signal, allowing for more efficient representation of varying signal amplitudes while minimizing distortion and bandwidth usage.
lightbulbAbout this topic
Adaptive Delta Modulation (ADM) is a signal encoding technique that adjusts the step size of the quantization process based on the characteristics of the input signal, allowing for more efficient representation of varying signal amplitudes while minimizing distortion and bandwidth usage.

Key research themes

1. How can adaptive delta modulation be optimized for Laplacian-distributed signals and nonuniform sampling to improve coding efficiency and bit error robustness?

This research area explores enhancements to traditional delta modulation (DM) techniques by introducing adaptive elements such as variable quantization levels (e.g., three-level quantization), step size adaptation, and nonuniform sampling rates tailored for signals exhibiting Laplacian statistics typical in speech and other nonstationary signals. This theme is crucial as it balances compression efficiency, signal reconstruction quality, and robustness to channel errors, which are prominent in real-time and low-power communications.

Key finding: Introduces a novel delta modulation scheme with three-level quantization and variable length Huffman coding, achieving performance comparable to four-level baseline systems but with reduced bit rates when coding... Read more
Key finding: Presents a design and hardware realization methodology for Adaptive Delta Modulation (ADM) systems employing nonuniform sampling intervals that adapt to signal variations, yielding higher compression and signal-to-noise ratio... Read more
Key finding: Investigates synchronization and bit error robustness in adaptive sampling delta modulation systems employing nonuniform sampling with resume-to-base-interval algorithms (Zhu algorithm). Analyzes parasitic oscillations and... Read more

2. What are the benefits and considerations of using triangular QAM constellations for adaptive modulation in fading and noise environments?

This theme focuses on studying non-square signal constellations, specifically triangular quadrature amplitude modulation (TQAM), to improve power and spectral efficiency in adaptive modulation schemes. It considers modulation orders beyond powers-of-two, detection complexity trade-offs, and robust symbol mapping strategies, comparing TQAM variants over AWGN and Rayleigh fading channels. Insights here are important for designing adaptive wireless systems optimizing both spectral efficiency and receiver complexity.

Key finding: Introduces a semi-regular triangular QAM (S-TQAM) constellation enabling both power-of-two and non-power-of-two modulation orders with improved power efficiency over regular (R-TQAM) and irregular TQAM (I-TQAM)... Read more

3. How can statistical and signal processing methods improve the power allocation, stability, and detection in adaptive wireless communication systems involving modulation variants and delta modulators?

This research area entails advanced system-level approaches for enhancing wireless communication robustness and efficiency, combining power allocation strategies in differential distributed space-time coding, stability and chaos analysis of sigma-delta modulators, and cyclostationary detection techniques for cognitive radio modulations such as GFDM. These methods address challenges in channel fading, interference, quantization nonlinearities, and spectrum scarcity critical for next-generation wireless systems.

Key finding: Proposes a sub-optimal joint source-relay power allocation scheme in differentially modulated amplify-and-forward relay networks using covariance maximization under total and per-node power constraints. Demonstrates that... Read more
Key finding: Develops a hybrid multi-stage noise-shaping error feedback sigma-delta modulator (MASH-EFM) architecture combining two-stage feed-forward digital loop filters with error feedback to achieve global stability and high... Read more
Key finding: Characterizes cyclostationary properties of generalized frequency division multiplexing (GFDM) signals, revealing unique cyclic autocorrelation function structures owing to tail biting cyclic prefix and pulse shaping.... Read more

All papers in Adaptive Delta Modulation

A novel measurement method has been developed to characterize the common-mode (CM) and differential-mode (DM) impedances of power line EMI chokes under realistic loading conditions. With a proper pre-measurement calibration process, all... more
Recent advancement in 3D digitization techniques have prompted to the need for 3D object retrieval. Our method of comparing 3D objects for retrieval is based on 3D morphing. It computes, for each 3D object, two spatial feature maps that... more
Rule Based Fuzzy Cognitive Maps (RBFCM) are proposed as an evolution of Fuzzy Causal Maps (FCM) that allow a more complete representation of cognition, since relations other than monotonic causality are made possible. Their structure is... more
Performances of ∆Σ modulators are evaluated by applying a coherently sampled tone and by estimating powers of the in-band tones and noise. In particular, the power of the shaped noise is usually estimated by subtracting the evaluated... more
Fire danger models identify fuel moisture content (FMC) of live vegetation as a critical variable, since it affects fire ignition and propagation. FMC can be calculated by dividing equivalent water thickness (EWT) by dry matter content... more
by Ana Fred and 
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DETERMINATION OF ELECTRICITY CONSUMERS' LOAD PROFILES VIA WEIGHTED EVIDENCE ACCUMULATION CLUSTERING USING SUBSAMPLING Jorge Duarte1 , Ana Fred2 , Fátima Rodrigues1 , João Duarte1 , Sérgio Ramos1 , Zita Vale1 1 GECAD – Knowledge ...
One important class of Data Mining applications is the so-called "Web Mining" that analyzes and extracts important and non-trivial knowledge from Web related data. Typical applications of Web Mining are represented by the personalization... more
Today, money laundering poses a serious threat not only to financial institutions but also to the nations. This criminal activity is becoming more and more sophisticated and seems to have moved from the cliché of drug trafficking to... more
In this paper we present a new interaction technique based on degrees of freedom (DoF) decomposition for accurate positioning in virtual reality environments. This technique (called DIOD for Decomposition and Integration Of Degrees of... more
In dual frame video coding, one short-term reference frame and one longterm reference frame are available for motion compensation. In prior research, it was shown that overall video quality was improved by allocating bits unevenly among... more
The effect of filtering the time trajectories of spectral envelopes on speech intelligibility was investigated. Since LPC cepstrum forms the basis of many automatic speech recognition systems, we filtered time trajectories of LPC cepstrum... more
Policies play a key role in autonomic computing and SOA governance. We will first briefly describe the two domains (autonomic computing and SOA governance) to give the background context of our work within both domains, then consider... more
We have proposed a novel interactive procedure for performing decision analysis, called Robust Interactive Decision-Analysis (RID), which avoids the difficult problems in measuring utility and state probability information associated with... more
The popular watermarking method with structured codebook is the Scalar Costa Scheme (SCS) which is highly robust but poorly secure. Known Message Attack (KMA) is a type of the security attacks which its countermeasure is more difficult... more
The techniques of stochastic computing are applied to the design of a low-cost analogue-in analogue-out integrator, easily capable of time constants of several minutes. The expense of up-down counters is avoided by representing quantities... more
This article presents the development and validation of an autonomous, gas sensitive microdrone that is capable of estimating the wind vector in real time using only the onboard control unit of the microdrone and performing gas... more
In this demo we show a recommender system, called SUGGEST , that dynamically generates links to pages that have not yet been visited by a user and might be of his potential interest. Usually other recommender systems exploit a kind of... more
A 2D-3D visualization support for human-centered rule-mining
This article proposes a small digital circuit that can be added to each ADC/DAC parallel port to provide fast streaming serial access and facilitate efficient ATPG. The circuit connectivity can be described in IEEE 1687's instrument... more
This article proposes a small digital circuit that can be added to each ADC/DAC parallel port to provide fast streaming serial access and facilitate efficient ATPG. The circuit connectivity can be described in IEEE 1687's instrument... more
Effects of the windowing process, widely investigated by the scientific literature for narrow-band components embedded in white noise, is not sufficiently detailed when signals are corrupted by colored noise. Such a phenomenon can heavily... more
Electromagnetic interference in power converters is a crucial problem for circuit designers. Electromagnetically compliant converter design is required for the safety of an operation. A novel filter design approach considering ground... more
Developing a capability to track a contamination plume is desirable within both defence and civilian contexts. Example scenarios could include defence humanitarian and disaster relief missions where assistance is required in an area where... more
Stability analysis of high-order delta-sigma loops is a challenge. In this brief, a sufficient design criterion is presented for highorder multibit error-feedback DACs which are especially suitable for high-speed operation. This... more
Filters used in electromagnetic interference suppression are often described in literature on drive systems and have become a standard solution in industry. The effect of the commercial off-the-shelf filter depends significantly on how it... more
Microwave SQUID multiplexing has become a key technology for reading out large arrays of X-ray and gamma-ray microcalorimeters with mux factors of 100 or more. The desire for fast X-ray pulses that accommodate photon counting rates of... more
In this study a first-order asynchronous current-mode sigma-delta modulator has been designed and simulated. Asynchronous sigma-delta modulators eliminate the continuous time sigma-delta modulator's problem of signal-to-noise ratio... more
Atomic resolution scanning tunneling microscopy in a cryogen free dilution refrigerator at 15 mK Review of Scientific Instruments 85, 035112 (2014);
This paper considers a Gaussian channel with one transmitter and two receivers. The goal is to maximize the communication rate at the intended/primary receiver subject to a disturbance constraint at the unintended/secondary receiver. The... more
Power converters with high switching frequency generate conducted electromagnetic interference (EMI) noise. EMI filters are thus widely used to reduce these conducted noises for the compliance with electromagnetic compatibility standards.... more
We have developed a two-dimensional theoretical model. This model allowed us to characterize the MSM photodetector based ZnO. It also allowed us to simulate the dark current and photocurrent of the device with different dimensions of the... more
In this paper, we present a new detector for cognitive radio system based on the Canonical Correlation Significance Test (CCST). Unlike existing CCST approaches, which can only be applied on Multi-Antenna System (MAS), our algorithm can... more
The presence of obstacles like a tree, buildings, or birds along the path of a drone has the ability to endanger and harm the UAV’s flight mission. Avoiding obstacles is one of the critical challenging keys to successfully achieve a UAV’s... more
With the increased advent of VSC HVDC with long DC transmission link in power systems, situations have arisen and will be even more frequent in the future, where several distributed generation will be connected on the DC-link for more... more
We present a call routing application for complex problem solving tasks. Up to date work on call routing has been mainly dealing with call-type classification. In this paper we take call routing further: Initial call classification is... more
The paper describes an alternative method of website analysis and optimization that combines methods of web usage and web structure miningdiscovering of web users' behaviour patterns as well as discovering knowledge from the website... more
High-accuracy indoor radio positioning can be achieved by using (ultra) wideband (UWB) radio signals. Multiple fixed anchor nodes are needed to compute the position or alternatively, specular multipath components (SMCs) extracted from... more
Medical operation planning requires high precision due to the health risks involved. In virtual reality-based osteotomy operation planning, medical professionals would like to use their hands instead of the controllers for osteotomy plane... more
This paper presents and discusses the results of theoretical approach of the BPL (Broadband over Power Line: 2 MHz-32 MHz) transmission efficiency in 6 kV cable line of selected underground mine. The research verifies its validity through... more
This paper analyzes a multiplicative data hiding scheme, where the watermark bits are embedded within frames of a Gaussian host signal by two different, but arbitrary, embedding matrices. A closed form expression for the bit error rate... more
Modulated feedback control introduces periodicity. The global attracting property of the periodic points is established for a simple scalar discrete-time system under ∆-modulated feedback. Attracting regions of the periodic points are... more
In industrial community, there is a growing interest of using single-phase cycloconverters for variable speed drive applications. To employ cycloconverter in variable speed drive applications, the harmonic components of cycloconverter... more
This letter presents a hardware-efficient frequency estimator and an advanced phase estimation algorithm capable of tracking the phase noise of a 10-GBaud optical quadrature phase-shift-keying transmission system with standard... more
This work proposes a new differential cooperative diversity scheme with high data rate and low decoding complexity using the decode-and-forward protocol. The proposed model does not require either differential encoding or channel state... more
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