Data Analysis problem set
OlympiadIOAA 2016 | Bhubaneswar, India | Data Analysis D1 | 50 pt

2016 D1 | Timing a binary millisecond pulsar

Through systematic searches over the past decades, astronomers have found many millisecond pulsars (spin period below 10 ms). Most of them are in binaries with nearly circular orbits.

For a pulsar in a binary orbit, the measured spin period PP and the measured line-of-sight acceleration aa both vary systematically because of the orbital motion. For a circular orbit, in terms of the orbital phase ϕ\phi (0≤ϕ≤2π0\le\phi\le2\pi),

P(ϕ)=P0+Ptcos⁡ϕ,Pt=2πP0rcPB,P(\phi) = P_0 + P_t\cos\phi, \qquad P_t = \frac{2\pi P_0 r}{cP_B},
a(ϕ)=−atsin⁡ϕ,at=4π2rPB2,a(\phi) = -a_t\sin\phi, \qquad a_t = \frac{4\pi^2 r}{P_B^2},

where PBP_B is the orbital period, P0P_0 the intrinsic spin period and rr the orbital radius. The table gives measurements at heliocentric epochs TT in truncated Modified Julian Days (tMJD, days since MJD 2 440 000).

Plotted against each other, a(ϕ)a(\phi) and P(ϕ)P(\phi) trace an ellipse in the period–acceleration plane.

(D1.1) Plot the data, including error bars, in the period–acceleration plane. (7)

(D1.2) Draw an ellipse that appears to be a best fit to the data. (2)

(D1.3) From the plot, estimate P0P_0, PtP_t and ata_t, including error margins. (7)

(D1.4) Write expressions for PBP_B and rr in terms of P0P_0, PtP_t, ata_t. (4)

(D1.5) Calculate approximate values of PBP_B and rr, with error margins. (6)

(D1.6) Calculate the orbital phase ϕ\phi for data rows 1, 4, 6, 8 and 9. (4)

(D1.7) Refine PBP_B as follows.

  • (a) Find the initial epoch T0T_0, the nearest epoch of zero phase before the first observation. (2)
  • (b) The expected time of each observation's phase is Tcalc=T0+(n+ϕ/360∘)PBT_{\rm calc} = T_0 + (n + \phi/360^\circ)P_B, where nn is the number of whole orbits elapsed. Find nn, TcalcT_{\rm calc} and TO−C=T−TcalcT_{O-C} = T - T_{\rm calc} for the five observations of (D1.6). (7)
  • (c) Plot TO−CT_{O-C} against nn. (4)
  • (d) Determine the refined initial epoch T0,rT_{0,r} and orbital period PB,rP_{B,r}. (7)
Pulsar timing measurements
No.T (tMJD)P (μs)a (m s⁻²)
15740.6547587.8889−0.92 ± 0.08
25740.7037587.8334−0.24 ± 0.08
35746.1007588.4100−1.68 ± 0.04
45746.6757588.5810+1.67 ± 0.06
55981.8117587.8836+0.72 ± 0.06
65983.9327587.8552−0.44 ± 0.08
76005.8937589.1029+0.52 ± 0.08
86040.8577589.1350+0.00 ± 0.04
96335.9047589.1358+0.00 ± 0.02

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