Computing history and an original reading study

1960

Orbit Determination at IBM: Observation and Prediction

Read a 1960 IBM record alongside an original fitting example that separates observed data, an estimated trajectory and a prediction beyond the observations.

Original explanatory diagram: invented observations; a model prediction.

The short answer

A measurement tells us something at a particular time and under particular conditions. Predicting where an object will be requires an additional model and a way to estimate its parameters.

Compare the representations

Why is a tracking observation different from an estimated orbit or a future prediction?

Keep the stated evidence separate from the conclusions it permits.

Historical claims are sourced in the article. Invented examples are labelled and do not reproduce historical measurements or software.
DistinctionRepresentation or actionWhat follows — and what does not
ObservationThe invented input at time 1 is 2.2.It is supplied data, not produced by the fit.
Estimated modelThe fitted line is position=1/15+2×time.Its residuals need not be zero.
PredictionAt time 3 the line gives 91/15.This is extrapolation under a stipulated model, not a new observation.

Chronology

A timeline of the turning points

  1. Selected historical record

    The cited record supplies the historical starting point; the labelled examples below are original.

The selected IBM record

A. R. Mowlem’s 1960 seminar paper describes the IBM Space Computing Center’s programming system, data flow and computation and prediction of satellite orbits and lunar trajectories from observations. The consulted evidence is its catalogue record and original abstract/introductory extract, not a reading of the complete proceedings.

Granville’s biography places her in contractor teams doing space-related computation. Mowlem is the named author of this paper. Linking the two provides an industry context; it does not identify her as the author of this report or of every program described by it.

Sources for this section: [1] · [2]

An original fitting example that is not an orbit

Invent three one-dimensional measurements: at times 0, 1 and 2, positions are 0, 2.2 and 4. Assume, solely for this teaching example, the model position=a+b×time and choose a and b to minimize the sum of squared residuals. The mean time is 1 and mean position is 31/15. The fitted slope is 2 and the intercept is 1/15.

The fitted positions are 1/15, 31/15 and 61/15. Taking observed minus fitted gives residuals −1/15, 2/15 and −1/15. The model does not pass exactly through every observation. That is consistent with the stated fitting goal. These inputs and this straight-line model are invented and do not represent orbital dynamics, radar geometry or an IBM historical algorithm.

Prediction adds distance from the evidence

At time 3, the fitted line predicts 91/15, approximately 6.067. No observation at time 3 was supplied. The value is therefore a consequence of extending the model, not a fourth measurement. A different assumed motion law could agree with the three observations and disagree later.

This small example shows the logical distinctions without claiming a realistic space-flight calculation. Actual orbit determination requires suitable physical and observational models; a line fitted to one-dimensional positions is not a substitute. The historical abstract establishes the kind of work the centre discussed, not the precise method used in this invented exercise.

What to ask of a tracking claim

Identify the observations, the reference time, the chosen motion model and the method used to estimate it. Then separate fit residuals from errors in future predictions. A small residual on the input data does not guarantee a small forecast error. A graph labelled “trajectory” may contain measurements, fitted values or predictions, and the label should say which.

Those questions give readers a concrete way to examine space-computing history without attributing an uninspected program to a famous individual. The reference answer is a transparent arithmetic illustration, while the record’s author, scope and attribution limits remain explicit.

Continue the chronology

Biography context

Explore United States through connected lives

Connected biographies

A working life behind the record

Quick answers

Common questions

Is the straight-line calculation a reconstruction of Granville’s space software?
No. It is an original non-orbital fitting example. The available record does not identify it with her code or with Mowlem’s implementation.

Primary and institutional sources

How this history was checked

The account identifies the selected portions actually consulted. Original scenarios and reference answers explain the distinction without reproducing the source’s diagrams or implying that historical software was run. This article was reviewed on 5 November 2026.

  1. A. R. Mowlem, JPL Seminar Proceedings, 26 February 1960, pp.119–127The Programming System for Orbit Determination at the IBM Space Computing Center
  2. Mar Hicks, Nature 620, 487, 2023Evelyn Boyd Granville (1924–2023)