Álvaro Hernández

ORCID: 0000-0001-9308-8133
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About
Contact & Profiles
Research Areas
  • Indoor and Outdoor Localization Technologies
  • Underwater Vehicles and Communication Systems
  • Power Line Communications and Noise
  • Advanced Wireless Communication Techniques
  • Smart Grid Energy Management
  • Robotics and Sensor-Based Localization
  • Wireless Communication Networks Research
  • PAPR reduction in OFDM
  • Speech and Audio Processing
  • Optical Wireless Communication Technologies
  • Sensor Technology and Measurement Systems
  • Energy Efficient Wireless Sensor Networks
  • Flow Measurement and Analysis
  • Microgrid Control and Optimization
  • Ultrasonics and Acoustic Wave Propagation
  • Context-Aware Activity Recognition Systems
  • IoT-based Smart Home Systems
  • Advanced Adaptive Filtering Techniques
  • Railway Systems and Energy Efficiency
  • Underwater Acoustics Research
  • Robotic Path Planning Algorithms
  • Advanced Chemical Sensor Technologies
  • Advanced Measurement and Detection Methods
  • Multilevel Inverters and Converters
  • Analog and Mixed-Signal Circuit Design

Universidad de Alcalá
2016-2025

Hospital Universitario del Henares
2022

District University of Bogotá
2020

Universidad de Los Andes
2019

University of Chile
2019

Center for Mathematical Modeling
2019

Universidad Pontificia Bolivariana
2019

ORCID
2018

University of Concepción
2017

Universidad de Guanajuato
2015

Over the years, several QRS complex detection algorithms have been proposed with different features, but remaining problem is their implementation in low-cost portable platforms for real-time applications, where hardware resources are limited, still providing accuracy level required medical applications. The algorithm copes at same time both requirements: 1) and 2) low resource consumption. In this paper, a detector proposed. This based on differentiation pre-processing stage combined...

10.1109/jsen.2015.2450773 article EN IEEE Sensors Journal 2015-07-21

The massive deployment of smart meters and other customized has motivated the development nonintrusive load monitoring (NILM) systems. This is process disaggregating total energy consumption in a building into individual electrical loads using single-point sensor. Most literature oriented to saving. Nevertheless, activity daily livings through NILM recently receiving much interest. proposal presents an event-based algorithm high performance for applications. divided two stages: 1) event...

10.1109/tim.2017.2700987 article EN IEEE Transactions on Instrumentation and Measurement 2017-07-31

<para xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> As the number of wind power applications with electronic interfaces in grid increases, it is becoming unacceptable to disconnect generating units every time disturbances occur, especially under voltage dips, as was a common practice past. Keeping converter online during unbalanced voltage, and guaranteeing actual standards connected grid, very critical issue. From these goals, design robust...

10.1109/tec.2008.918651 article EN IEEE Transactions on Energy Conversion 2008-08-04

New energy concepts such as distributed power generation systems (DPGSs) are changing the face of electric distribution and transmission. Power electronics researchers try to apply new electronic controller solutions with capacity implementing more complex control algorithms combined internal high-speed communication interfaces. Thus, it is possible monitor, store, transfer a large number variables that can be sent online local or remote hosts in order take set points different units. With...

10.1109/tie.2008.2007043 article EN IEEE Transactions on Industrial Electronics 2008-11-06

Ultra-Wideband (UWB) has a high interest in research and industry for accurate indoor positioning. This technology comprises signals with bandwidth of at least 500 MHz power decay −10dB. large con-feres the capability resolving multipath, penetrating through obstacles ranging. However, NLOS (Non-Line-Of-Sight) conditions produced by environments severely degrade performance, as they introduce positive bias ranging estimation. In this paper we present robust UWB positioning which is able to...

10.1109/icit.2015.7125601 article EN 2022 IEEE International Conference on Industrial Technology (ICIT) 2015-03-01

Acoustic local positioning systems (ALPSs) are an interesting alternative for indoor due to certain advantages over other approaches, including their relatively high accuracy, low cost, and room-level signal propagation. Centimeter-level or fine-grained can be asset robot navigation, guiding a person to, instance, particular piece in museum specific product shop, targeted advertising, augmented reality. In airborne system applications, acoustic based on using opportunistic signals sounds...

10.1109/jproc.2018.2819938 article EN Proceedings of the IEEE 2018-05-07

The ageing of the population, and their increasing wish living independently, are motivating development welfare healthcare models. Existing approaches based on direct heath-monitoring using body sensor networks (BSN) precise accurate. Nonetheless, intrusiveness causes non-acceptance. New seek indirect monitoring through activities daily (ADLs), which proves to be a suitable solution. ADL systems use many heterogeneous sensors, less intrusive, expensive than BSN, however, deployment...

10.3390/s17020351 article EN cc-by Sensors 2017-02-11

Cognitive impairment diseases are becoming more and prevalent mainly due to population aging the increase in life expectancy. Sensory monitoring systems may allow people with mild cognitive impairments (MCIs) or at early stages of dementia live home for longer independence security. This work presents a wireless sensor network (WSN) based on wearables that obtains indoor outdoor location step information, reporting them over long-range WAN (LoRaWAN) network. Each wearable (WWS) uses global...

10.1109/jsen.2023.3239980 article EN cc-by IEEE Sensors Journal 2023-01-31

In recent applications based on ultrasound, several ultrasonic transducers have been geometrically and electronically associated to constitute a global sensor. There are different methods used process the signals obtained from these transducers. this work, multimode techniques using Golay complementary sequences proposed for processing signal. The system increases scan rate, precision, reliability. It is also capable of echo discrimination, allowing simultaneous measurements be made...

10.1109/tuffc.2004.1386683 article EN IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control 2004-12-01

The massive deployment of smart meters in most Western countries recent decades has allowed the creation and development a significant variety applications, mainly related to efficient energy management. information provided about consumption also been dedicated areas social work health. In this context, are considered single-point non-intrusive sensors that might be used monitor behaviour activity patterns people living household. This describes design short-term behavioural alarm generator...

10.3390/s24020515 article EN cc-by Sensors 2024-01-14

Non-Intrusive Load Monitoring (NILM) includes a set of methods orientated to disaggregating the power consumption household per appliance. It is commonly based on single metering point, typically smart meter at entry electrical grid building, where signals interest, such as voltage or current, can be measured and analyzed in order disaggregate identify which appliance turned on/off any time. Although this information key for further applications linked energy efficiency management, it may...

10.3390/jsan14020025 article EN cc-by Journal of Sensor and Actuator Networks 2025-02-27

The increasing demand for efficient energy management in smart grids has led to the development of various Non-Intrusive Load Monitoring (NILM) techniques. These aim disaggregate consumption and classify appliances using data from a single-point meter at household's grid mains. With use machine learning methods, NILM solutions increasingly rely on datasets training validation. While like WHITED, BLOND, UK-DALE provide insights into patterns, they face limitations such as lack steady-state...

10.1038/s41597-025-04859-3 article EN cc-by-nc-nd Scientific Data 2025-03-29

Golay sequences and complementary sets of have been long studied for their application in multisensor communication systems. The feasibility these systems strongly depends on the design an efficient generator correlator with aim reducing computational load hardware complexity. Recursive algorithms, which allow architectures, are available case pairs four sequences. This work presents a generalization algorithms purpose obtaining M length L, number being power two (M=2 <sup...

10.1109/tsp.2006.890931 article EN IEEE Transactions on Signal Processing 2007-04-25

In the last years, indoor positioning systems have become an ubiquitous part of smart spaces. The use coded ultrasonic leads to accurate position estimation at reduced cost as low propagation speed sound allows analog-to-digital converters sampling frequencies. these systems, coding schemes play a key role in accuracy and robustness range and, therefore, positioning. Consequently, careful selection design appropriate transmitted waveform should be carried out. This paper introduces two novel...

10.1109/jsen.2015.2472978 article EN IEEE Sensors Journal 2015-08-25

Visible light positioning systems (VLPSs) are a feasible alternative to local due the technology improvement and massive use of light-emitting diodes (LEDs). Compared other technologies, VLPSs can provide significant advantages, such as achieved accuracy, although they still present some issues, mainly related reduced coverage area or high computational load. This article proposes design VLPS based on four LED lamps transmitters quadrant photodiode angular diversity aperture (QADA) receiver....

10.1109/tim.2019.2962563 article EN IEEE Transactions on Instrumentation and Measurement 2019-12-31

The ageing of the population has raised interest in homecare monitoring systems and assisted living recent years. Most studies pursue non-intrusiveness scalability to meet requirements this ever-growing community. Nonetheless, they are still limited by technique: wearables need be carried sensor networks imply installation. This work presents new solutions monitor elderlies using one single sensor: smart meter or another similar device. enables a level non-intrusiveness. Likewise,...

10.1109/jsen.2017.2713645 article EN IEEE Sensors Journal 2017-06-08

Electricity disaggregation is the process of separating total electrical load a single household into appliance specific loads. This can be achieved either by intrusive monitoring each via individual device meters or employing Non-Intrusive Load Monitoring (NILM) techniques, that perform detailed analysis current and voltage load, typically measured at interface to power source. NILM techniques are becoming recognized tools for several applications, from which their use in Home Energy...

10.1016/j.ifacol.2019.09.135 article EN IFAC-PapersOnLine 2019-01-01

Indoor positioning remains a challenge and, despite much research and development carried out in the last decade, there is still no standard as with Global Navigation Satellite Systems (GNSS) outdoors. This paper presents an indoor system called LOCATE-US adjustable granularity for use commercial mobile devices, such smartphones or tablets. privacy-oriented allows every device to compute its own position by fusing ultrasonic, inertial sensor measurements map information. Ultrasonic Local...

10.3390/s21061950 article EN cc-by Sensors 2021-03-10

In this work, several code division multiple access encoding schemes are evaluated for their application in ultrasonic sensory systems based on the determination of times-of-flight. Proper improves performance such terms noise immunity, capability simultaneous measurements and precision distance measurements. Important applications that include encoded signals obstacle detection, local positioning ubiquitous computing or non-destructive testing. Here, Kasami, Golay Loosey synchronous codes...

10.1109/wisp.2009.5286574 article EN IEEE International Symposium on Intelligent Signal Processing, 2009-08-01

On current railway systems, it is becoming ever more necessary to install safety elements avoid accidents. One of the causes that can provoke serious accidents existence obstacles on tracks, either fixed or mobile. In this paper, a multisensory system inform monitoring about proposed. The for obstacle detection consists two emitting and receiving barriers, which are placed opposing sides railway, respectively, use infrared ultrasonic sensors, thus establishing different optical acoustic...

10.1109/tits.2010.2052101 article EN IEEE Transactions on Intelligent Transportation Systems 2010-07-01

In this article, a time-of-flight detection technique in the frequency domain is described for an ultrasonic local positioning system (LPS) based on encoded beacons. Beacon transmissions have been synchronized and become simultaneous by means of DS-CDMA (direct-sequence code Division multiple access) technique. Every beacon has associated to 255-bit Kasami code. The signal arrival instant at receiver, from which distance each can be obtained, application generalized cross-correlation (GCC),...

10.3390/s111110326 article EN cc-by Sensors 2011-10-31
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