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UCLA's PhoneBot humanoid reuses old Android phones as a $400 robot brain

UCLA researchers build an open-source, 19-inch biped that uses a smartphone for compute and sensing, swapping in older handsets to cut cost.

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TL;DR — 三句話摘要

  • UCLA researchers released an open-source PhoneBot humanoid that uses an Android smartphone as its compute and sensor stack. (S1)
  • The reported build is ~19 inches tall, weighs 4 lb, and costs about $400 excluding the phone, driven by 13 DYNAMIXEL XL430-W250-T servos. (S1)
  • Validation used four Android phones, including a 2017 Honor 9 and three $50-$80 budget handsets, all running a TensorFlow Lite control app. (S1)

取自 key_takeaways (實際欄位,最多 3 筆)。事實與分析分別標示。

UCLA's PhoneBot humanoid reuses old Android phones as a $400 robot brain — New Products news briefEditorial cover for a New Products brief. Gear motif; headline "UCLA's PhoneBot humanoid reuses old Android phones as a $400 robot brain". Reported key numbers: 4 lb. 1 cited source. Static cover (no animation).NEW PRODUCTS · NEWS BRIEFUCLA's PhoneBot humanoid reuses oldAndroid phones as a $400 robot brainREPORTED KEY NUMBERS4 lb1 sourceXAIPART
Cover image generated from data already shown on this page: the category motif, the headline, and reported key numbers. No decorative illustration; no third-party image.

您來自 AI 回答 — 這是可驗證的原始內容

AI 摘要可能遺漏了其主張的依據。原始預測、受影響零件及每一項引用皆在本頁,且均可追溯至其來源。

XAIPART 預測

本簡報包含可證偽的預測。

受影響零件

此報導無目錄相符項目 — 寧可不顯示,也不推斷相符。

Reported by Hackster.io News on 2026-10-10. Summarized and analyzed by XAIPART Editorial.

What happened

Researchers at UCLA have released PhoneBot, an open-source humanoid robot that uses an ordinary Android smartphone as its main computer and sensor suite. S1 The platform is positioned as a low-cost reuse of consumer-grade hardware that already integrates a processor, camera, inertial measurement unit, and wireless connectivity. S1

The reported build stands approximately 19 inches tall, weighs four pounds, and costs around $400 to build excluding the smartphone. S1 PhoneBot does not include arms or a head, but the source states it can walk on two legs, track people with its camera, and recover after falling. S1

The lower body has 12 degrees of freedom across three joints at each hip, one at each knee, and two at each ankle, plus a thirteenth torso joint that rotates the phone mount without moving the feet. S1 All 13 joints use DYNAMIXEL XL430-W250-T servo motors, and a small onboard computer relays Wi-Fi commands from the phone to the servos. S1 A custom Android app runs the control and movement networks with TensorFlow Lite. S1

The researchers validated the design with four Android phones, including a 2017 Honor 9 and three budget models costing approximately $50 to $80 each. S1 For locomotion, they trained a controller with reinforcement learning in simulation and added a sagittal-mirroring technique that cut left-right joint-angle asymmetry from 0.254 to 0.003 radians. S1 Conversational AI processing still requires an external laptop, and the walking controller was only trained on flat terrain. S1

Key numbers
MetricReported valueSource
Height~19 in[S1]
Weight4 lb[S1]
BOM cost (ex-phone)~$400[S1]
Degrees of freedom13 (12 legs + 1 torso)[S1]
Servo modelDYNAMIXEL XL430-W250-T[S1]
Test phones4 Android units, ~$50-$80 budget, plus 2017 Honor 9[S1]
L-R asymmetry after mirroring0.254 to 0.003 rad[S1]
Payload capacityNot disclosed[S1]

Background timeline

  1. - Honor 9 Android smartphone released, later used as one of PhoneBot's test handsets. [S1]
  2. - UCLA PhoneBot project published as an open-source humanoid using a smartphone as its brain. [S1]

XAIPART take

Technical impact

The architecture is a practical validation that an off-the-shelf smartphone, paired with a small Wi-Fi relay board and DYNAMIXEL XL430-W250-T servos, can close a real-time perception-control loop for a 13-DoF biped. XAIPART analysis Running TensorFlow Lite on the handset and offloading only motor comms to the onboard MCU is a clean split that lets designers swap phones without reworking the electronics. XAIPART analysis

Market impact

The reported $400 BOM excluding the smartphone, plus the use of $50-$80 budget Android handsets, frames PhoneBot as a hobby and education platform, not an industrial SKU. XAIPART analysis For procurement, the relevant part families are the DYNAMIXEL XL430-W250-T servos, an Android-compatible MCU board for the servo bridge, and any phone-mounting hardware; lead time risk is concentrated on Robotis servos, which have historically run multi-week lead times. XAIPART analysis

Action

Designers prototyping low-cost humanoids should budget for one DYNAMIXEL XL430-W250-T per joint, a Wi-Fi-capable MCU (e.g., an ESP32-class board) for the servo relay, and a 3D-printed phone mount sized for the target handset. XAIPART analysis Procurement teams should confirm XL430-W250-T stock and lead time before committing to a PhoneBot clone build, since 13 units per robot are the dominant cost and availability variable. XAIPART analysis

XAIPART Forecast

XAIPART expects that within 9 months of this brief (by 2027-07-11), at least one community fork of PhoneBot will publish a bill of materials that replaces the DYNAMIXEL XL430-W250-T servos with a lower-cost alternative while keeping the 13-DoF kinematics; if no such BOM appears by that date and Robotis-published XL430-W250-T prices do not drop below $40 per unit, this forecast is wrong. XAIPART analysis

Facts are as reported by the cited source. The design-in, sourcing and forward-looking statements above are XAIPART's analysis, not the source's claims. Payload capacity, battery runtime, and torque limits were not disclosed by the source.

Corrections: none at publication. This brief will be updated with a timestamp if the source corrects its report.

替代品與生命週期

已建檔的替代品——目錄範圍,並非市場排名
零件關係生命週期依據
— 檔案中無替代品 需要資料 — 需要 match_type 在任何前代標籤出現之前

「前代」與「替代」標籤僅來自已記錄的相符類型、生命週期狀態或來源文字。未記錄相符項目時,不顯示任何標籤。我們自家的刊登內容不構成市場參考。

值得關注

可證偽預測 — 門檻、時間窗與目前狀態。已證偽的預測仍保留可見。
主張門檻作者狀態
XAIPART expects that within 9 months of this brief (by 2027-07-11), at least one community fork of PhoneBot will publish a bill of materials that replaces the DYNAMIXEL XL430-W250-T servos with a lower-cost alternativ... no such BOM appears by that date and Robotis-published XL430-W250-T prices do not drop below $40 per unit Pending

事後證明錯誤的預測會保留可見並加以標記。我們不會刪除。

受影響零件

無目錄相符項目。 此消息未對應到 XAIPART 目前上架的任何零件。我們不會推測相符項目,也不會顯示佔位清單。

各維度成本壓力

Source: FRED · Generated · reference output z and composite are algorithm outputs, not a fetch snapshot

Cost pressure by dimension — composite stateDiverging bars for three dimensions around a zero midpoint. Input Cost has no reading; Supply Demand z -1.4711, notable; Fx Energy z 0.1243, neutral. Composite index -10.1, band neutral.0Input costno readingSupply/demandz −1.4711 · notable46 dFX & energyz +0.1243 · neutral5 dcomposite −10.1 · neutral−100 · −40 · −15 · 0 · +15 · +40 · +100
Underlying values — copyable for verification.
DimensionFRED series IDUnitLagAs of
Input costPCOPPUSDM, PALUMUSDM, PNICKUSDMUSD/mt52 d
Supply/demandPCU334413334413, IPG3344Sindex(1982=100) / index(2017=100)46 d
FX & energyDEXCHUS, DCOILBRENTEU, DHHNGSPrate / USD/bbl / USD/MMBtu5 d

No free authoritative interface for: gold · silver · rare earth · polysilicon · lithium carbonate · market share — listed rather than approximated.

本內容的產生方式

流程證據 — 擷取、來源合理性、模型與閘門
此簡報的稽核軌跡
Source fetched Hackster.io News · www.hackster.io · 3,531 chars · fetch status success
Source sanity (S1) ok — passed before any model call (no s1_ block recorded)
Model / prompt MiniMax-M3 · prompt Blog Agent - News Summary (v2.8-final) · 6,604 tokens · 25.6s · run completed
Gate verdict pass · 6/6 applicable checks passed · spec v2.9 · C10 ratio 0.032523 · C10 rounds 0
Time contract 2 <time datetime> values in this brief — 0 violations (+08:00 or date-only)

上述每一列皆由流程產生,並非人工撰寫。

編輯評分

確定性閘門結果 — 純 PHP,判定過程無模型參與
閘門評分明細 6 項適用檢查, 6通過: 100 百分比. No hold items or mandatory failures. Gate spec: v2.9 (S0 + S1 + C1–C20) · Source affinity (C20): 0.8308. 適用檢查已通過 6 / 6 = 100% · 判定: pass No hold items or mandatory failures Gate spec: v2.9 (S0 + S1 + C1–C20) · Source affinity (C20): 0.8308 是否發布由審核關卡決定。獨立稽核分數僅供參考。
發現錯誤? 告訴我們哪裡有誤 ——更正會與原文一同發布並記錄。我們不會默默修改文章。

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來源

  1. Don't Throw Away Your Old Phone — Build a Robot Instead — https://www.hackster.io/news/don-t-throw-away-your-old-phone-build-a-robot-instead-392de07d053a · rss · 存取於

事實標記為 S1/S2,並可追溯至連結來源。標示為 分析 是 XAIPART 自身的推理,與報導事實分開保留。來源連結會被追蹤,而非 nofollow ——署名為刻意為之。