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301 Results Found

  • Article
  • Open Access
5 Citations
5,372 Views
19 Pages

Real-Time Step Length Estimation in Indoor and Outdoor Scenarios

  • Zanru Yang,
  • Le Chung Tran,
  • Farzad Safaei,
  • Anh Tuyen Le and
  • Attaphongse Taparugssanagorn

3 November 2022

In this paper, human step length is estimated based on the wireless channel properties and the received signal strength indicator (RSSI) method. The path loss between two ankles, called the on-ankle path loss, is converted from the RSSI, which is mea...

  • Article
  • Open Access
5 Citations
3,930 Views
19 Pages

3 December 2022

Pedestrian dead reckoning (PDR) using inertial sensors has paved the way for developing several approaches to step length estimation. In particular, emerging step length estimation models are readily available to be utilized on smartphones, yet they...

  • Article
  • Open Access
4 Citations
3,067 Views
17 Pages

19 February 2022

In this paper, human step length was estimated based on wireless channel properties and the received signal strength indicator (RSSI) method. Path loss between two ankles of the person under test was converted from the RSSI, which was measured using...

  • Article
  • Open Access
13 Citations
5,165 Views
22 Pages

19 May 2021

Inertial sensor-based step length estimation has become increasingly important with the emergence of pedestrian-dead-reckoning-based (PDR-based) indoor positioning. So far, many refined step length estimation models have been proposed to overcome the...

  • Article
  • Open Access
15 Citations
7,906 Views
21 Pages

The demand for pedestrian navigation has increased along with the rapid progress in mobile and wearable devices. This study develops an accurate and usable Step Length Estimation (SLE) method for a Pedestrian Dead Reckoning (PDR) system with features...

  • Article
  • Open Access
216 Citations
17,472 Views
19 Pages

Step Length Estimation Using Handheld Inertial Sensors

  • Valérie Renaudin,
  • Melania Susi and
  • Gérard Lachapelle

25 June 2012

In this paper a novel step length model using a handheld Micro Electrical Mechanical System (MEMS) is presented. It combines the user’s step frequency and height with a set of three parameters for estimating step length. The model has been developed...

  • Article
  • Open Access
16 Citations
4,373 Views
17 Pages

Feature Selection for Machine Learning Based Step Length Estimation Algorithms

  • Stef Vandermeeren,
  • Herwig Bruneel and
  • Heidi Steendam

31 January 2020

An accurate step length estimation can provide valuable information to different applications such as indoor positioning systems or it can be helpful when analyzing the gait of a user, which can then be used to detect various gait impairments that le...

  • Article
  • Open Access
155 Citations
15,003 Views
13 Pages

2 September 2016

We propose a walking distance estimation method based on an adaptive step-length estimator at various walking speeds using a smartphone. First, we apply a fast Fourier transform (FFT)-based smoother on the acceleration data collected by the smartphon...

  • Article
  • Open Access
1 Citations
1,750 Views
12 Pages

28 March 2025

(1) Background: The application of a mathematical formula to human gait at certain phases is a considerable method to avoid the issues associated with complicated procedures of gait assessment. The purpose of this study was to identify the validity a...

  • Communication
  • Open Access
1,298 Views
20 Pages

21 May 2025

Accurate estimation of gait characteristics, including step length, step velocity, and travel distance, is critical for assessing mobility in toddlers, children, and teens with Duchenne muscular dystrophy (DMD) and typically developing (TD) peers. Th...

  • Article
  • Open Access
6 Citations
7,383 Views
20 Pages

Base of Support, Step Length and Stride Width Estimation during Walking Using an Inertial and Infrared Wearable System

  • Rachele Rossanigo,
  • Marco Caruso,
  • Stefano Bertuletti,
  • Franca Deriu,
  • Marco Knaflitz,
  • Ugo Della Croce and
  • Andrea Cereatti

12 April 2023

The analysis of the stability of human gait may be effectively performed when estimates of the base of support are available. The base of support area is defined by the relative position of the feet when they are in contact with the ground and it is...

  • Article
  • Open Access
13 Citations
2,603 Views
25 Pages

Multi-Information Fusion Indoor Localization Using Smartphones

  • Suqing Yan,
  • Chunping Wu,
  • Xiaonan Luo,
  • Yuanfa Ji and
  • Jianming Xiao

3 March 2023

Accurate indoor localization estimation has important social and commercial values, such as indoor location services and pedestrian retention times. Acoustic-based methods can achieve high localization accuracies in specific scenarios with special eq...

  • Article
  • Open Access
379 Views
32 Pages

Step length is a fundamental parameter for gait assessment, reflecting complex neuromuscular and biomechanical behavior. Accurate step-length estimation is clinically relevant for monitoring populations with neurological or musculoskeletal conditions...

  • Article
  • Open Access
2 Citations
1,860 Views
33 Pages

A Positioning and Navigation Method Combining Multimotion Features Dead Reckoning with Acoustic Localization

  • Suqing Yan,
  • Xiaoyue Xu,
  • Xiaonan Luo,
  • Jianming Xiao,
  • Yuanfa Ji and
  • Rongrong Wang

15 December 2023

Accurate location information can offer huge commercial and social value and has become a key research topic. Acoustic-based positioning has high positioning accuracy, although some anomalies that affect the positioning performance arise. Inertia-ass...

  • Article
  • Open Access
799 Views
25 Pages

An Autonomous Localization Vest System Based on Advanced Adaptive PDR with Binocular Vision Assistance

  • Tianqi Tian,
  • Yanzhu Hu,
  • Xinghao Zhao,
  • Hui Zhao,
  • Yingjian Wang and
  • Zhen Liang

30 July 2025

Despite significant advancements in indoor navigation technology over recent decades, it still faces challenges due to excessive dependency on external infrastructure and unreliable positioning in complex environments. This paper proposes an autonomo...

  • Article
  • Open Access
3 Citations
2,345 Views
29 Pages

Deep Neural Network-Based Fusion Localization Using Smartphones

  • Suqing Yan,
  • Yalan Su,
  • Jianming Xiao,
  • Xiaonan Luo,
  • Yuanfa Ji and
  • Kamarul Hawari Bin Ghazali

24 October 2023

Indoor location-based services (LBS) have tremendous practical and social value in intelligent life due to the pervasiveness of smartphones. The magnetic field-based localization method has been an interesting research hotspot because of its temporal...

  • Article
  • Open Access
3 Citations
4,201 Views
24 Pages

LSS-RM: Using Multi-Mounted Devices to Construct a Lightweight Site-Survey Radio Map for WiFi Positioning

  • Wei Yang,
  • Chundi Xiu,
  • Jiarui Ye,
  • Zhixing Lin,
  • Haisong Wei,
  • Dayu Yan and
  • Dongkai Yang

12 September 2018

A WiFi-received signal strength index (RSSI) fingerprinting-based indoor positioning system (WiFi-RSSI IPS) is widely studied due to advantages of low cost and high accuracy, especially in a complex indoor environment where performance of the ranging...

  • Article
  • Open Access
7 Citations
3,748 Views
20 Pages

15 December 2018

Pedestrian Dead Reckoning (PDR)-based pedestrian navigation technology is an important part of indoor and outdoor seamless positioning services. To improve the performance of PDR, we have conducted research on a step length estimator. Firstly, based...

  • Article
  • Open Access
8 Citations
7,529 Views
18 Pages

Solving Monocular Visual Odometry Scale Factor with Adaptive Step Length Estimates for Pedestrians Using Handheld Devices

  • Nicolas Antigny,
  • Hideaki Uchiyama,
  • Myriam Servières,
  • Valérie Renaudin,
  • Diego Thomas and
  • Rin-ichiro Taniguchi

23 February 2019

The urban environments represent challenging areas for handheld device pose estimation (i.e., 3D position and 3D orientation) in large displacements. It is even more challenging with low-cost sensors and computational resources that are available in...

  • Article
  • Open Access
10 Citations
2,517 Views
22 Pages

A Low-Cost and Efficient Indoor Fusion Localization Method

  • Suqing Yan,
  • Chunping Wu,
  • Honggao Deng,
  • Xiaonan Luo,
  • Yuanfa Ji and
  • Jianming Xiao

23 July 2022

Accurate indoor location information has considerable social and economic value in applications, such as pedestrian heatmapping and indoor navigation. Ultrasonic-based approaches have received significant attention mainly since they have advantages i...

  • Article
  • Open Access
2,481 Views
17 Pages

Development of an Area Scan Step Length Measuring System Using a Polynomial Estimate of the Heel Cloud Point

  • Nursyuhada Binti Haji Kadir,
  • Joseph K. Muguro,
  • Kojiro Matsushita,
  • Senanayake Mudiyanselaga Namal Arosha Senanayake and
  • Minoru Sasaki

31 March 2022

Due to impaired mobility caused by aging, it is very important to employ early detection and monitoring of gait parameters to prevent the inevitable huge amount of medical cost at a later age. For gait training and potential tele-monitoring applicati...

  • Article
  • Open Access
31 Citations
9,091 Views
12 Pages

31 August 2019

During sprint acceleration, step length, step rate, ground contact, and airtime are key variables for coaches to guide the training process and technical development of their athletes. In the field, three of these variables are easily obtained with i...

  • Article
  • Open Access
12 Citations
3,606 Views
17 Pages

Automatic Calibration of the Step Length Model of a Pocket INS by Means of a Foot Inertial Sensor

  • Dina Bousdar Ahmed,
  • Estefania Munoz Diaz and
  • Juan Jesús García Domínguez

7 April 2020

All non-foot-mounted inertial localization systems have a common challenge: the need for calibrating the parameters of the step length model. The calibration of the parameters of a step length model is key for an accurate estimation of the pedestrian...

  • Article
  • Open Access
4,336 Views
24 Pages

Indoor Pedestrian Location via Factor Graph Optimization Based on Sliding Windows

  • Yu Cheng,
  • Haifeng Li,
  • Xixiang Liu,
  • Shuai Chen and
  • Shouzheng Zhu

5 September 2025

Global navigation satellite systems (GNSS) can provide high-quality location information in outdoor environments. In indoor environments, GNSS cannot achieve accurate and stable location information due to the obstruction and attenuation of buildings...

  • Article
  • Open Access
14 Citations
4,023 Views
18 Pages

An INS/Floor-Plan Indoor Localization System Using the Firefly Particle Filter

  • Jian Chen,
  • Gang Ou,
  • Ao Peng,
  • Lingxiang Zheng and
  • Jianghong Shi

Location-based services for smartphones are becoming more and more popular. The core of location-based services is how to estimate a user’s location. An INS/floor-plan indoor localization system, using the Firefly Particle Filter (FPF), is prop...

  • Article
  • Open Access
2 Citations
5,591 Views
24 Pages

7 August 2014

Location-dependent differences of ambient magnetic fields inside a building can be used to estimate location. In this paper, an inertial/magnetic sensor is attached to a belt position and its location is estimated using the ambient magnetic field. Th...

  • Article
  • Open Access
61 Citations
12,636 Views
26 Pages

Vector Graph Assisted Pedestrian Dead Reckoning Using an Unconstrained Smartphone

  • Jiuchao Qian,
  • Ling Pei,
  • Jiabin Ma,
  • Rendong Ying and
  • Peilin Liu

2 March 2015

The paper presents a hybrid indoor positioning solution based on a pedestrian dead reckoning (PDR) approach using built-in sensors on a smartphone. To address the challenges of flexible and complex contexts of carrying a phone while walking, a robust...

  • Communication
  • Open Access
6 Citations
3,624 Views
12 Pages

Gait Event Detection and Travel Distance Using Waist-Worn Accelerometers across a Range of Speeds: Automated Approach

  • Albara Ah Ramli,
  • Xin Liu,
  • Kelly Berndt,
  • Chen-Nee Chuah,
  • Erica Goude,
  • Lynea B. Kaethler,
  • Amanda Lopez,
  • Alina Nicorici,
  • Corey Owens and
  • Erik K. Henricson
  • + 4 authors

9 February 2024

Estimation of temporospatial clinical features of gait (CFs), such as step count and length, step duration, step frequency, gait speed, and distance traveled, is an important component of community-based mobility evaluation using wearable acceleromet...

  • Article
  • Open Access
23 Citations
3,780 Views
19 Pages

Pedestrian Navigation System with Trinal-IMUs for Drastic Motions

  • Yiming Ding,
  • Zhi Xiong,
  • Wanling Li,
  • Zhiguo Cao and
  • Zhengchun Wang

29 September 2020

The combination of biomechanics and inertial pedestrian navigation research provides a very promising approach for pedestrian positioning in environments where Global Positioning System (GPS) signal is unavailable. However, in practical applications...

  • Article
  • Open Access
18 Citations
5,616 Views
12 Pages

Validation of Foot Placement Locations from Ankle Data of a Kinect v2 Sensor

  • Daphne Geerse,
  • Bert Coolen,
  • Detmar Kolijn and
  • Melvyn Roerdink

10 October 2017

The Kinect v2 sensor may be a cheap and easy to use sensor to quantify gait in clinical settings, especially when applied in set-ups integrating multiple Kinect sensors to increase the measurement volume. Reliable estimates of foot placement location...

  • Article
  • Open Access
38 Citations
9,462 Views
18 Pages

7 February 2012

In this paper, a gait analysis system which estimates step length and foot angles is proposed. A measurement unit, which consists of a camera and inertial sensors, is installed on a shoe. When the foot touches the floor, markers are recognized by the...

  • Article
  • Open Access
24 Citations
6,865 Views
14 Pages

7 December 2017

A physical model based on the mechanism observed in experimental investigations is introduced to describe the formation of negative leader steps. Starting with a small length of a space leader located at the periphery of the negative streamer system...

  • Article
  • Open Access
526 Views
19 Pages

21 November 2025

In order to accurately and reasonably set the Pedestrian Dead Reckoning (PDR) system parameters, a novel arithmetic optimization PDR algorithm (AO-PDR) for smartphones is proposed. Firstly, the AO-PDR sets system parameters such as the binary thresho...

  • Article
  • Open Access
18 Citations
6,031 Views
26 Pages

17 July 2019

This paper demonstrates the use of multiple low-cost inertial/magnetic sensors as a pedestrian navigation system for indoor positioning. This research looks at the problem of pedestrian navigation in a practical manner by investigating dead-reckoning...

  • Article
  • Open Access
5 Citations
2,887 Views
13 Pages

Displacement Sensing of an Active String Actuator Using a Step-Index Multimode Optical Fiber Sensor

  • Weihang Tian,
  • Shuichi Wakimoto,
  • Takefumi Kanda and
  • Daisuke Yamaguchi

22 April 2022

A thin McKibben artificial muscle is a pneumatic actuator with an outer diameter of only 1.8 mm. We fabricated a string-shaped actuator called an “active string actuator,” which achieves a high contractile displacement by accumulating thi...

  • Article
  • Open Access
1 Citations
2,295 Views
11 Pages

12 August 2024

Background: Seniors wearing a passive hip exoskeleton (Exo) show increased walking speed and step length but reduced cadence. We assessed the test–retest reliability of seniors’ gait characteristics with Exo. Methods: Twenty seniors walke...

  • Article
  • Open Access
1,331 Views
26 Pages

24 January 2025

We propose an indoor location estimation method using sensors of mobile devices. First, we perform attitude estimation using each sensor. This estimation is used to estimate the attitude of the mobile device with respect to the earth. Based on the ac...

  • Article
  • Open Access
14 Citations
10,889 Views
25 Pages

12 December 2014

One of the most uncertain parameters in stepped spillway design is the length (from the crest) of boundary layer development. The normal velocity profiles responding to the steps as bed roughness are investigated in the developing non-aerated flow re...

  • Proceeding Paper
  • Open Access
9 Citations
2,515 Views
7 Pages

Drift Control of Pedestrian Dead Reckoning (PDR) for Long Period Navigation under Different Smartphone Poses

  • Ahmed Mansour,
  • Wu Chen,
  • Huan Luo,
  • Yaxin Li,
  • Jingxian Wang and
  • Duojie Weng

1 November 2021

The inherent errors of low-cost inertial sensors cause significant heading drift that accumulates over time, making it difficult to rely on Pedestrian Dead Reckoning (PDR) for navigation over a long period. Moreover, the flexible portability of the s...

  • Article
  • Open Access
1,782 Views
17 Pages

Analysis of Footstep/Stride Length from Gait Patterns of Dynamic Footprints as a Parameter for Biological Profiling—A Preliminary Study

  • Petra Švábová,
  • Darina Falbová,
  • Zuzana Kozáková,
  • Mária Chovancová,
  • Lenka Vorobeľová and
  • Radoslav Beňuš

In forensic sciences, particularly in forensic anthropology and podiatry, assessing a person’s stature helps create a biological profile that allows for more accurate identification. Background/Objectives: When considering dynamic footprints as...

  • Article
  • Open Access
40 Citations
8,999 Views
19 Pages

A Novel Pedestrian Dead Reckoning Algorithm for Multi-Mode Recognition Based on Smartphones

  • Limin Xu,
  • Zhi Xiong,
  • Jianye Liu,
  • Zhengchun Wang and
  • Yiming Ding

1 February 2019

With the rapid development of smartphone technology, pedestrian navigation based on built-in inertial sensors in smartphones shows great application prospects. Currently, most smartphone-based pedestrian dead reckoning (PDR) algorithms normally requi...

  • Article
  • Open Access
68 Citations
9,339 Views
23 Pages

17 April 2015

Inertial navigation systems use dead-reckoning to estimate the pedestrian’s position. There are two types of pedestrian dead-reckoning, the strapdown algorithm and the step-and-heading approach. Unlike the strapdown algorithm, which consists of the d...

  • Article
  • Open Access
57 Citations
10,522 Views
16 Pages

29 April 2013

Two feet motion is estimated for gait analysis. An inertial sensor is attached on each shoe and an inertial navigation algorithm is used to estimate the movement of both feet. To correct inter-shoe position error, a camera is installed on the right s...

  • Article
  • Open Access
2 Citations
1,761 Views
15 Pages

This paper investigates methods for noise-canceling channel estimation (NC-CE) to track rapid time-varying channels in IEEE 802.11p/orthogonal frequency division multiplexing (OFDM) systems. To this end, we introduce a novel three-step channel estima...

  • Article
  • Open Access
18 Citations
4,863 Views
32 Pages

Evaluation of Error-State Kalman Filter Method for Estimating Human Lower-Limb Kinematics during Various Walking Gaits

  • Michael V. Potter,
  • Stephen M. Cain,
  • Lauro V. Ojeda,
  • Reed D. Gurchiek,
  • Ryan S. McGinnis and
  • Noel C. Perkins

1 November 2022

Inertial measurement units (IMUs) offer an attractive way to study human lower-limb kinematics without traditional laboratory constraints. We present an error-state Kalman filter method to estimate 3D joint angles, joint angle ranges of motion, strid...

  • Article
  • Open Access
9 Citations
4,512 Views
17 Pages

25 February 2022

Estimating the absolute pose of a camera is one of the key steps for computer vision. In some cases, especially when using a wide-angle or zoom lens, the focal length and radial distortion also need to be considered. Therefore, in this paper, an effi...

  • Article
  • Open Access
36 Citations
10,268 Views
16 Pages

7 July 2016

Seedling vigor in tomatoes determines the quality and growth of fruits and total plant productivity. It is well known that the salient effects of environmental stresses appear on the internode length; the length between adjoining main stem node (henc...

  • Article
  • Open Access
3 Citations
2,551 Views
10 Pages

21 July 2021

We present a new method to evaluate the hydraulic jump characteristics in a horizontal rectangular channel with a positive step. We considered the flow curvature effect and the free surface’s small rise at the A-type hydraulic jump’s end. First, we p...

  • Article
  • Open Access
2,469 Views
22 Pages

Insights into the Hydraulic Characteristics of Critical A-Jumps for Energy Dissipator Design

  • Lei Jiang,
  • Yao Deng,
  • Yangrong Liu,
  • Lindong Fang and
  • Xiafei Guan

25 March 2025

Hydraulic jumps are widely used to dissipate excess energy in civil, ocean, and hydro-power engineering, particularly in high dams with large reservoirs. Different inflow and tailwater conditions lead to the occurrence of various types of hydraulic j...

  • Article
  • Open Access
27 Citations
6,628 Views
22 Pages

A Comparison of Different Methods to Estimate the Effective Spatial Resolution of FO-DTS Measurements Achieved during Sandbox Experiments

  • Nataline Simon,
  • Olivier Bour,
  • Nicolas Lavenant,
  • Gilles Porel,
  • Benoît Nauleau,
  • Behzad Pouladi and
  • Laurent Longuevergne

20 January 2020

For many environmental applications, the interpretation of fiber-optic Raman distributed temperature sensing (FO-DTS) measurements is strongly dependent on the spatial resolution of measurements, especially when the objective is to detect temperature...

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