Environmental Localization Mapping and Guidance for Visual Prosthesis Users (SLAM)

June 12, 2023 updated by: Johns Hopkins University
This study is driven by the hypothesis that navigation for users of retinal prosthetics can be greatly improved by incorporating Spatial Localization and Mapping (SLAM) and object recognition technology conveying environmental information via a retinal prosthesis and auditory feedback. The investigators will study how effectively the SLAM technology enables the visual prosthesis system to construct a map of the user's environment and locate the user within that map. The technology will be tested both with normally sighted individuals donning a virtual reality headset and with retinal prosthesis users (Argus II).

Study Overview

Detailed Description

About 1.3 million Americans aged 40 and older are legally blind, a majority because of diseases with onset later in life, such as glaucoma and age-related macular degeneration. Second Sight Medical Products (SSMP) has developed the world's first FDA approved retinal implant, Argus II, intended to restore some functional vision for people suffering from retinitis pigmentosa (RP). In this era of smart devices, generic navigation technology, such as GPS mapping apps for smartphones, can provide directions to help guide a blind user from point A to point B. However, these navigational aids do little to enable blind users to form an egocentric understanding of the surroundings, are not suited to navigation indoors, and do nothing to assist in avoiding obstacles to mobility. The Argus II, on the other hand, provides blind users with a limited visual representation of their surroundings that improves users' ability to orient themselves and traverse obstacles, yet lacks features for high-level navigation and semantic interpretation of the surroundings. The proposed study aims to address these limitations of the Argus II through a synergy of state-of-the-art simultaneous localization and mapping (SLAM) and object recognition technologies.

This study is driven by the hypothesis that navigation for users of retinal prosthetics can be greatly improved by incorporating SLAM and object recognition technology conveying environmental information via a retinal prosthesis and auditory feedback. SLAM enables the visual prosthesis system to construct a map of the user's environment and locate the user within that map. The system then provides object location and navigational cues via appropriate sensory modalities enabling the user to mentally form an egocentric map of the environment. Investigators will develop and test a visual prosthesis system which 1) constructs a map of unfamiliar environments and localizes the user using SLAM technology 2) automatically identifies navigationally-relevant objects and landmarks using object recognition and 3) provides sensory feedback for navigation, obstacle avoidance, and object/landmark identification.

Study Type

Interventional

Enrollment (Estimated)

35

Phase

  • Not Applicable

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

Study Contact Backup

Study Locations

    • Maryland
      • Baltimore, Maryland, United States, 21205
        • Recruiting
        • Johns Hopkins Medicine - Wilmer Eye Institute
        • Contact:
        • Principal Investigator:
          • Gislin Dagnelie, PhD
      • Laurel, Maryland, United States, 20723
        • Recruiting
        • Johns Hopkins Applied Physics Laboratory
        • Contact:
        • Principal Investigator:
          • Seth Billings, PhD

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

18 years and older (Adult, Older Adult)

Accepts Healthy Volunteers

Yes

Description

Criteria for inclusion of normally sighted individuals:

  • Subject speaks English;
  • Subjects must be an adult (at least 18 years of age);
  • Subject has the cognitive and communication ability to participate in the study (i.e., follow spoken directions, perform tests, and give feedback);
  • Subject is willing to conduct psychophysics testing up to 4-6 hours per day of testing on 3-5 consecutive days;
  • Subject has visual acuity of 20/40 or better (corrected);
  • Subject is capable of understanding participant information materials and giving written informed consent.
  • Subject is able to walk unassisted

Criteria for inclusion of Argus II users:

The inclusion criteria for the study are the following:

  • Subject is at least 25 years of age;
  • Subject has been implanted with the Argus II system;
  • Subject's eye has healed from surgery and the surgeon has cleared the subject for programming;
  • Subject has the cognitive and communication ability to participate in the study (i.e., follow spoken directions, perform tests, and give feedback);
  • Subject is willing to conduct psychophysics testing up to 4-6 hours per day of testing on 3-5 consecutive days;
  • Subject is capable of understanding patient information materials and giving written informed consent;
  • Subject is able to walk unassisted.

Exclusion criteria for all subjects is the following:

  • Subject is unwilling or unable to travel to testing facility for at least 3 days of testing within a one-week timeframe;
  • Subject does not speak English;
  • Subject has language or hearing impairment.

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

  • Primary Purpose: Basic Science
  • Allocation: N/A
  • Interventional Model: Single Group Assignment
  • Masking: None (Open Label)

Arms and Interventions

Participant Group / Arm
Intervention / Treatment
Experimental: Navigation system for users of a visual prosthesis
This intervention will assess the feasibility of using a navigation system to aid blind users of a visual prosthesis with navigation tasks, by using the navigation system to provide navigational cues through multiple sensory modalities including vision and audition. The navigation system will be designed and developed as part of the proposed research and will interface with the Argus II retinal prosthesis system, which is an FDA approved visual prosthesis. Existing blind users of the Argus II device will be recruited for this study, and the navigation system will interface with these subjects' existing Argus II systems. Sighted subjects will also be recruited for this study, in which case the navigation system will interface with a head-mounted display (such as the Oculus Rift) worn by the sighted subjects that simulates the visual sensory information experienced by blind users of the Argus II retinal implant.
We use common psychophysical judgments such as the following: discriminating between two alternatives by saying which is present in the field of view, touching a tablet computer to indicate the apparent location of a target in the frontal plane, and looking for targets by rotating the head and pointing when one is found. We will compare user performance using the Basic system with user performance using the Augmented and Augmented + Modal systems where contextual information associated with the task is conveyed to users via enhanced visual, auditory, and haptic modalities.

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Accuracy as assessed as ratio of target identification success to total trials
Time Frame: Up to 5 minutes
The participant will be asked to identify intended targets in a closed environment, as well as to navigate to intended targets. We will measure accuracy as the total number of successes divided by the total number of trials.
Up to 5 minutes
Trial Time as assessed by mean time duration to identify target
Time Frame: Up to 5 minutes
This will be assessed by the mean duration of time to identify intended target (in seconds). For successful trials, the shorter the amount of time to conduct a task, the better the performance on said task.
Up to 5 minutes
Success in psychophysical judgments
Time Frame: Trial Duration: estimated at up to one minute.
This will be assessed by the metric error in distance judgment, that is, the correctness of identification of judgments of target features. Measurement in meters.
Trial Duration: estimated at up to one minute.

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Investigators

  • Principal Investigator: Seth Billings, Ph.D., Johns Hopkins University

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

March 16, 2021

Primary Completion (Estimated)

July 30, 2024

Study Completion (Estimated)

July 30, 2024

Study Registration Dates

First Submitted

April 21, 2020

First Submitted That Met QC Criteria

April 21, 2020

First Posted (Actual)

April 24, 2020

Study Record Updates

Last Update Posted (Estimated)

June 13, 2023

Last Update Submitted That Met QC Criteria

June 12, 2023

Last Verified

June 1, 2023

More Information

Terms related to this study

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

NO

IPD Plan Description

Results from this study will be disseminated through conference presentations and peer-reviewed publications. However, IPD will not be shared outside the study team.

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

Yes

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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