# SSVEP-022: A feasibility study on SSVEP-based interaction with motivating and immersive virtual and augmented reality

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## Paper Access

* Internal PDF: <a href={"/papers/SSVEP-022.pdf"} download style={{ display: "inline-flex", alignItems: "center", justifyContent: "center", minHeight: "2.25rem", padding: "0.45rem 0.8rem", borderRadius: "6px", backgroundColor: "#047857", color: "#ffffff", fontWeight: 700, lineHeight: 1, textDecoration: "none", boxShadow: "0 1px 2px rgba(15, 23, 42, 0.22)" }}>Download Paper</a>
* DOI / official page: [needs confirmation](https://arxiv.org/abs/1701.03981)
* Open-access page: [Open access page](https://arxiv.org/abs/1701.03981)
* Deployment boundary: these PDF links are intended only for a private/protected internal wiki.

## SSVEP-022: A feasibility study on SSVEP-based interaction with motivating and immersive virtual and augmented reality

## Metadata

* ID: SSVEP-022
* Title: A feasibility study on SSVEP-based interaction with motivating and immersive virtual and augmented reality
* Year: 2017
* DOI / URL: https://arxiv.org/abs/1701.03981
* Local PDF: see Paper Access section above
* Text artifact: local-only path withheld from docs site
* Review status: `extracted`

## Study Type

* Track: SSVEP
* Task: SSVEP-based interaction in VR and AR
* Participants or dataset: three male subjects, two SSVEP-experienced and one BCI-naive
* Device/electrode setup: bipolar electrode setup around O1; ground electrode noted in local text
* Protocol/task: VR/AR control task with immersive display conditions

## Methods

* Signal processing or analysis: SSVEP control-state detection; exact classifier needs confirmation
* Training/calibration: feasibility study with experienced and naive users
* Online/offline: online VR/AR interaction

## Key Results

* Two of three subjects completed all conditions successfully.
* The study provides an early bridge from monitor-based SSVEP to immersive VR/AR settings.

## Limitations

* Very small participant count.
* The AR/VR task is not tied to computer-vision object detection.
* Headset comfort, movement, and overlay stability remain project-specific.

## Relevance To Current Review

* Directly relevant to the transition from fixed monitor targets to spatial/immersive SSVEP interactions.
* Useful comparator for SAH-BRI-Grasp dynamic target overlays.

## Evidence Status

| Claim | Status | Evidence Note |
| --- | --- | --- |
| SSVEP interaction has been tested in VR and AR feasibility settings. | verified | Abstract and results describe VR/AR SSVEP interaction. |
| Small-sample AR/VR SSVEP evidence is promising but limited. | verified | Local text reports three subjects and two successful participants. |
| This solves YOLO object-box SSVEP. | needs confirmation | No detector-generated physical-object overlays were evaluated. |

## Open Questions

* Should SAH-BRI-Grasp compare desktop, AR, and camera-overlay versions separately?
* What movement restrictions were imposed in this feasibility study?